Publications

2025

Peer-reviewed scientific articles

Aalto T., Tsuruta A., Mäkelä J., Müller J., Tenkanen M., Burke E., Chadburn S., Gao Y., Mannisenaho V., Kleinen T., Lee H., Leppänen A., Markkanen T., Materia S., Miller P. A., Peano D., Peltola O., Poulter B., Raivonen M., Saunois M., Wårlind D., Zaehle S. “Air temperature and precipitation constraining the modelled wetland methane emissions in a boreal region in northern Europe”, Biogeosciences, 2025, doi: 10.5194/bg-22-323-2025.

Aarnio A., Nykänen O., Kolehmainen V., Nissi M. J. “Compressed sensing acceleration of radial 3-D alternating Look-Locker T1 mapping”, Magnetic Resonance in Medicine, 2025, doi: 10.1002/mrm.30610.

Abdollahzadeh A., Coronado-Leija R., Lee HH., Sierra A., Fieremans E., Novikov DS. “Scattering approach to diffusion quantifies axonal damage in brain injury”, Nature Communications, 2025, doi: 10.1038/s41467- 025-64793-1.

Abhishake, Helin T., Mücke N. “Statistical inverse learning problems with random observations”, Data- driven Models in Inverse Problems, Radon Series on Computational and Applied Mathematics, 2025, doi: https://doi.org/10.1515/9783111251233-006.

Aduwenye P., Nutakor C., Roininen L., Sopanen J. “Parameter-Based Transfer Learning for Bearing Fault Diagnosis Using Small Samples Under Variable Working Conditions”, IEEE Access, 2025, doi: 10.1109/AC- CESS.2025.3548549.

Agnelli J., Moura F., Rautio S., Alsaker M., Murthy R., Lassas M., Siltanen S. “Stroke classification using virtual hybrid edge detection from in silico electrical impedance tomography data”, Inverse Problems and Imaging, 2025, doi: https://doi.org/10.3934/ipi.2025059.

Akbari S., Parihar V. S., Hannula M., Hyttinen J., Kellomäki M. “Synthesis of porous and elas- tic composites functionalized with gold nanoparticles”, Materials Today Communications, 2025, doi: https://doi.org/10.1016/j.mtcomm.2025.114007.

Ala-Salomäki H., van Vliet M., Kujala J., Roine T., Liljeström M., Salmelin R. “Test-retest reliability of MEG functional brain connectivity related to language production: Behavioral, functional, and structural underpinnings of reliable connectivity”, Imaging Neuroscience, 2025, doi: 10.1162/imag_a_00550.

Alexakis S., Feizmohammadi A., Oksanen L. “Lorentzian Calderón problem near the Minkowski geometry”, J. Eur. Math. Soc. (JEMS), 2025, doi: https://doi.org/10.4171/jems/1440.

Alsaker M., Rautio S., Moura F., Agnelli JP., Murthy R., Lassas M., Mueller JL., Siltanen S. “CT scans without X-rays: parallel-beam imaging from nonlinear current flows.”, Applied Mathematics for Modern Challenges, 2025, doi: 10.3934/ammc.2025009.

Aro O.-P., Casula V., Hänninen N. E., Karjalainen J., Nissi M. J., Nieminen M. T., Henschel H. “Effects of collagen and chondroitin sulfate on relaxation at multiple magnetic field strengths.”, Heliyon, 2025, doi: 10.1016/j.heliyon.2025.e41854.

Arosio C., Sofieva V., Orfanoz-Cheuquelaf A., Rozanov A., Heue K.-P., Loyola D., Malina E., Stauffer R. M., Tarasick D., Van Malderen R., Ziemke J. R., Weber M. “Intercomparison of tropospheric ozone column datasets from combined nadir and limb satellite observations”, Atmos. Meas. Tech., 2025, doi: 10.5194/amt-18-3247-2025.

Arseniou G., MacFarlane D.W., Raumonen P. “A new approach for quantification of total above-ground heartwood and sapwood volume of trees”, Trees, 2025, doi: https://doi.org/10.1007/s00468-024-02597-4.

Autio A., Garde H., Hirvensalo M., Hyvönen N. “Linearization-based Direct Reconstruction for Eit Using Triangular Zernike Decompositions”, Inverse Problems and Imaging, 2025, doi: 10.3934/ipi.2024040.

Autio A., Hannukainen A. “A subspace method based on the Neumann series for the solution of parametric linear systems”, Computers and Mathematics with Applications, 2025, doi: 10.1016/j.camwa.2024.11.019.

Autti S., Hirvi P., Keitaanniemi M., Mustaniemi H., Kotilahti K., Renvall H., Nissilä I. “Simultaneously Acquired Magnetoencephalography and Diffuse Optical Tomography Data Reveals Correlated Somatosensory Activity”, Human Brain Mapping, 2025, doi: 10.1002/hbm.70293.

Ayazpour Z., et al., incl. Kivi R. “Aura ozone monitoring instrument (OMI) Collection 4 formaldehyde products”, Earth and Space Science, 2025, doi: 10.1029/2024EA003792.

Añel J. A., Cnossen I., Antuña-Marrero J. C., Beig G., Brown M. K., Doornbos E., Osprey S., Mutschler S. M., Souto C. P., Šácha P., Sofieva V., de la Torre L., Zhang S.-R., Mlynczak, M. G. “The Need for Better Monitoring of Climate Change in the Middle and Upper Atmosphere”, AGU Advances, 2025, doi: 10.1029/2024AV001465.

Bartsch A., Gay B.A., Schuttemeyer D., Malina E., Miner K., Grosse G., Fix A., Tamminen J., Bösch H., Parker R.J., Rautiainen K., Hashemi J., Miller C.E. “Advancing the Arctic Methane Permafrost Challenge (AMPAC) With Future Satellite Missions”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, https://doi.org/10.1109/JSTARS.2025.3538897.

Bartsch A., Muri X., Hetzenecker M., Rautiainen K., Bergstedt H., Wuite J., Nagler T., Nicolsky D. “Benchmarking passive-microwave-satellite-derived freeze–thaw datasets”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-459-2025.  

Bartsch A., Tanguy R., Bergstedt H., von Baeckmann C., Tømmervik H., Macias-Fauria M., Lemmetyinen J., Rautiainen K., Gruber C., Forbes B. C. “Similarities between sea ice area variations and satellite-derived terrestrial biosphere and cryosphere parameters across the Arctic”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-4929-2025.

Bazahica L., Kaarnioja V., Roininen L. “Uncertainty quantification for electrical impedance tomography using quasi-Monte Carlo methods”, Inverse Problems, 2025, https://doi.org/10.1088/1361-6420/add6d0.

Belenguer-Llorens A., Sevilla-Salcedo C., Tohka J., Gómez-Verdejo V. “Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification”, Engineering Applications of Artificial Intelligence, 2025, doi: https://doi.org/10.1016/j.engappai.2025.111887.

Biguri A., Mukherjee S., Zhao X., Liu X., Wang X., Yang R., Du Y., Peng Y., Brudfors M., Graham M., Ryu H., Kutter O., Hauptmann A., Al-Rubaye M., Nieminen M. T., Brix M. A. K., Yunker A., Kettimuthu R., Roeske J. C., Alavala S., Gorthi S., Schönlieb C.-B. “Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction”, IEEE Open Journal of Signal Processing, 2025, doi: https://doi.org/10.1109/OJSP.2025.3593189.

Bisch J., Hirvensalo M., Hyvönen, N. “Continuity of the linearized forward map of electrical impedance tomography from square-integrable perturbations to Hilbert-Schmidt operators”, SIAM Journal on Mathematical Analysis, 2025, https://doi.org/10.1137/24M1703136.

Brander O., Lehtinen M., Basnyat P., Lähde N., Ruuhonen S., Lehtimäki K., Sarkanen T., Peltola J. “Exploring the Interplay between Depressive Symptoms and Seizure Outcomes: A Single-Centre Study of Drug-Resistant Epilepsy Patients treated with Vagus Nerve Stimulation.”, Epilepsy and Behavior, 2025, https://doi.org/10.1016/j.yebeh.2025.110499.

Briol F-X., Gessner A., Karvonen T., Mahsereci M. “A dictionary of closed-form kernel mean embeddings”, 1st International Conference on Probabilistic Numerics, 2025. https://proceedings.mlr.press/v271/briol25a.html

Brodylo D., Bosche L.V., Busby R.R., Deeb E.J., Douglas T.A., Lemmetyinen J. “Object-based ensemble estimation of snow depth and snow water equivalent over multiple months in Sodankylä, Finland”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-6127-2025.

Bubba T., Heikkilä T., Labate D., Ratti L. “Regularization with Optimal Space-Time Priors”, SIAM Journal on Imaging Sciences, 2025, https://doi.org/10.1137/24M1661923.

Burago D., Ivanov S., Lassas M., Lu J. “Quantitative stability of the Gel’fand inverse boundary problem”, Analysis & PDE, 2025, https://doi.org/10.2140/apde.2025.18.963.

Burman E., Oksanen L., Zhao Z. “Computational unique continuation with finite dimensional Neumann trace”, SIAM J. Numer. Anal., 2025, https://doi.org/10.1137/24M164080X.

Burman E., Lu M., Oksanen L. “Solving the unique continuation problem for Schrödinger equations with low regularity solutions using a stabilized finite element method”, ESAIM: Mathematical Modelling and Numerical Analysis, 2025, https://doi.org/10.1051/m2an/2025060.

Burman E., Nechita M., Oksanen L. “Optimal approximation of unique continuation”, Foundations of Computational Mathematics, 2025, https://doi.org/10.1007/s10208-024-09655-w.

Cai X., Gu X., Silm S., Hadachi A., Jin T., Witlox F. “Differences in bike-sharing usage and its associa- tions with station-surrounding characteristics: a multi-group analysis using machine learning techniques.”, Journal of Transport Geography, 2025, https://doi.org/10.1016/j.jtrangeo.2025.104201.

Cakoni F., Hovsepyan N., Lassas M., Vogelius M. “On the lack of external response of a nonlinear medium in the second-harmonic generation process”, SIAM Journal on Mathematical Analysis, 2025, https://doi.org/10.1137/24M1669700.

Chada N. K., Piiroinen P., Roininen L. “A statistical framework and analysis for perfect radar pulse compression”, Inverse Problems and Imaging, 2025, https://doi.org/10.3934/ipi.2025018.

Chen X., Lassas M., Oksanen L., Paternain G. “Retrieving Yang–Mills– Higgs fields in Minkowski space from active local measurements”, Mathematische Annalen, 2025, https://doi.org/10.1007/s00208-024-02980-z. 

Cheng H. M., ten Thije Boonkkamp J. “Complete flux scheme for variable velocity fields : Coupling between the advection–diffusion equation and the Poisson equation for the velocity field”, Journal of Computational and Applied Mathematics, 2025, https://doi.org/10.1016/j.cam.2025.116833.

Cheng H. M., Helin T., Manninen V.-P., Holopainen T., Jokinen J., Sorvari S., Rupp A. “Recovery of transversely-isotropic elastic material parameters in induction motor rotors”, Journal of Mathematics in Industry, 2025, https://doi.org/10.1186/s13362-025-00179-8.

D’hont B., Calders K., Antonelli A., Berg T., Cherlet W., Dayal K., Fitzpatrick O. J., Hambrecht L., Leponce M., Lucieer A., Pascal O., Raumonen P., Verbeeck H. “Integrating terrestrial and canopy laser scanning for comprehensive analysis of large old trees: Implications for single tree and biodiversity research”, Remote Sensing in Ecology and Conservation, 2025, https://doi.org/10.1002/rse2.70021.

Das S. et al. incl. Kivi R. “Comparisons of the v11.1 Orbiting Carbon Observatory-2 (OCO-2) XCO2 measurements with GGG2020 TCCON”, Earth and Space Science, 2025, https://doi.org/10.1029/2024EA003935.

Das Gupta S., Elkhouly K., Kauppinen S., Hannula M., Hyttinen J., Pradeep M., Pohjanen V.-M., Lehenkari P., Palosaari S., Finnilä M. “Revealing Three-Dimensional Features of Synovial Inflammation and Damage from Human Synovial Membranes Using contrast-enhanced X-ray Microscopy”, Osteoarthritis and Cartilage, 2025, https://doi.org/10.1016/j.joca.2025.02.417.

de Hoop M., Ilmavirta J., Lassas M. “Reconstruction along a geodesic from sphere data in Finsler geometry and anisotropic elasticity”, Journal de Mathématiques Pures et Appliquées, 2025, https://doi.org/10.1016/j.matpur.2025.103688.

Denker A., Margotti F., Ning J., Knudsen K., Tanyu DN., Jin B., Hauptmann A., Maass P. “Deep learn- ing based reconstruction methods for electrical impedance tomography.”, Machine Learning Solutions for Inverse Problems: Part A, 2025, https://doi.org/10.1016/bs.hna.2025.09.003.

Dvořáková L., Salo RA., Stenroos P., Jokivarsi K., Kyyriäinen J., Paasonen E., Manninen E., Kettunen M., Poutiainen P., Sierra A., Paasonen J., Gröhn O. “Secondary thalamic neuroinflammation associates with disturbed corticothalamic connectivity in a model of severe traumatic brain injury in male rats-a longitudinal study.”, Cerebral cortex, 2025, https://doi.org/10.1093/cercor/bhaf337.

Edwardsson T. B., Kvist J., Gauffin H., Cristiani R., Frobell R., Nieminen MT., Casula V., Englund M. “As- sociation between injury-related factors and cartilage T2 relaxation time in the subacute phase in patients after anterior cruciate ligament injury”, Osteoarthritis Cartilage, 2025, https://doi.org/10.1016/j.joca.2025.05.002.

Fagerholm N., Tanhuanpää T., Hasanzadeh K., Kajosaari A., Rinne T., Holpainen M., Kyttä M “Urban green infrastructure and recreational patterns: A 3D geospatial data analysis”, Urban Forestry and Urban Greening, 2025, https://doi.org/10.1016/j.ufug.2025.128892.

Fang M., Virta R., Dendooven P., Altmann Y., Di Fulvio A. “Physics-based forward model for near-real-time quantitative imaging of spent nuclear fuel assemblies”, Scientific Reports, 2025, https://doi.org/10.1038/s41598-025-92287-z.

Fefferman C., Ivanov S., Lassas M., Narayanan H. “Fitting a manifold of large reach to noisy data.”, Journal of Topology and Analysis, 2025, https://doi.org/10.1142/S1793525323500012.

Fefferman C., Ivanov S., Lassas M., Lu J., Narayanan H. “Reconstruction and interpolation of manifolds II: Inverse problems with partial data for distances observations and for the heat kernel”, American Journal of Mathematics, 2025, https://doi.org/10.1353/ajm.2025.a971093.

Franke S., Neudert M., Helm V., Jutila A., Hames O., Neckel N., Arndt S., Haas C. “Iceberg influence on snow distribution and slush formation on Antarctic landfast sea ice from airborne multi-sensor observa- tions”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-6319-2025.

Fratini M., Massimi L., Brun F., Batey D., Bukreeva I., Mittone A., Bravin A., Longo E., Tromba G., Giove F., Cipiccia S., Sierra A. “Optimising sample preparation to enhance contrast-to-noise ratio in X-ray phase contrast tomography white matter (WM) imaging of the central nervous system.”, Front. Physics, 2025, https://doi.org/10.3389/fphy.2025.1479573.

Fredensborg Hansen R. M., Skourup H., Rinne E., Jutila A., Lawrence I. R., Shepherd A., Høyland K. V., Li J., Rodriguez-Morales F., Simonsen S. B., Wilkinson J., Veyssiere G., Yi D., Forsberg R., Casal T. G. D. “Multi-frequency altimetry snow depth estimates over heterogeneous snow-covered Antarctic summer sea ice – Part 1: C/S-, Ku-, and Ka-band airborne observations”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-4167-2025.

Fredensborg Hansen R. M., Skourup H., Rinne E., Jutila A., Lawrence I. R., Shepherd A., Høyland K. V., Li J., Rodriguez-Morales F., Simonsen S. B., Wilkinson J., Veyssiere G., Yi D., Forsberg R., Casal T. G. D. “Multi-frequency altimetry snow depth estimates over heterogeneous snow-covered Antarctic summer sea ice – Part 2: Comparing airborne estimates with near-coincident CryoSat-2 and ICESat-2 (CRYO2ICE)”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-4193-2025.

Fujiwara M. et al. incl. Kivi R. “Justification for high-ascent attainment for balloon radiosonde soundings at GRUAN and other sites”, Atmos. Meas. Tech., 2025, https://doi.org/10.5194/amt-18-2919-2025.

Fumagalli L., Ludge K., de Wiljes J., Haario H., Jaurigue L. “Data-Driven Performance Measures using Global Properties of Attractors for Testing Black-Box Surrogate Models of Chaotic Systems”, Chaos, 2025, https://doi.org/10.1063/5.0283424.

Gao Y., Burke E.J., Chadburn S.E., Raivonen M., Markkanen T., Aurela M., Flanagan L.B., Fortuniak K., Humphreys E., Lohila A., Li T., Mammarella I., Nevalainen O., Nilsson M.B., Pawlak W., Tsuruta A., Yang H., Aalto T. “Assessing modelled methane emissions over northern wetlands by the JULES-HIMMELI model”, Science of The Total Environment, 2025, https://doi.org/10.1016/j.scitotenv.2025.179526.

Garde H., Hirvensalo M. “Linearized Calderón Problem: Reconstruction of Unbounded Perturbations in Three Dimensions”, SIAM Journal on Applied Mathematics, 2025, https://doi.org/10.1137/24M1649162.

Gardemeister L., Liikkanen J., Meriläinen A., Kosonen A., Ruusunen J., Lindfors A. V., At- laskin E., Ahola J. “Spatial optimization of solar PV and wind power capacity in Finland and correlation analysis”, International Journal of Electrical Power & Energy Systems, 2025, https://doi.org/10.1016/j.ijepes.2025.111386.

Giani S., Hakula H., Khuat D. “On shells of revolution with random profiles”, Computer Methods in Applied Mechanics and Engineering, 2025, https://doi.org/10.1016/j.cma.2025.118081.

Gogulski J., Autti S., Vasileiadi M., Tik M., Vaalto S., Renvall H., Liljeström M., Lioumis P. “Enhancing precision in language mapping: Integrating MEG-informed TMS with fMRI for improved non-invasive identification of language-critical brain areas”, Brain Stimulation, 2025, https://doi.org/10.1016/j.brs.2024.12.148.

Gong W. et al. incl. Kivi R. “Modelling Arctic lower-tropospheric ozone: processes controlling seasonal variations”, Atmos. Chem. Phys., 2025, https://doi.org/10.5194/acp-25-8355-2025.

Gröhl J., Kunyansky L., Poimala J., Else T.R., Di Cecio F., Bohndiek S.E., Cox B.T., Hauptmann A. “Digital twins enable full-reference quality assessment of photoacoustic image reconstructions”, The Journal of the Acoustical Society of America, 2025, https://doi.org/10.1121/10.0037188.

Gustafsson T., Hannukainen A., Kohonen V. “Distributed finite element solution using model order reduc- tion”, Computers and Mathematics with Applications, 2025, https://doi.org/10.1016/j.camwa.2025.09.030.

Guth P., Kaarnioja V. “Quasi-Monte Carlo for partial differential equations with generalized Gaussian input uncertainty”, SIAM Journal on Numerical Analysis, 2025, https://doi.org/10.1137/24M1708164.

Hachmeister J., Wunch D., McGee E., Strong K., Kivi R., Notholt J., Warneke T., Buschmann M. “Reduction of airmass-dependent biases in TCCON XCH4 retrievals during polar vortex conditions”, Atmos. Meas. Tech., 2025, https://doi.org/10.5194/amt-18-7105-2025.

Hakkarainen J., Purisha Z., Sabater N., Szelag M., Siltanen S., Solonen A. “Iterative Filtering and Smoothing with Optical Flow Prediction Models”, SIAM Journal on Imaging Sciences, 2025, https://doi.org/10.1137/24M1689120.

Hakkarainen J., Ialongo I., Varon D. J., Kuhlmann G., Krol M. C. “Linear Integrated Mass Enhancement: A method for estimating hotspot emission rates from space-based plume observations”, Remote Sensing of Environment, 2025, https://doi.org/10.1016/j.rse.2025.114623.

Hakkarainen J., Ialongo I., Oda T., Crisp D. “A Robust Method for Calculating Carbon Dioxide Emissions from Cities and Power Stations Using OCO-2 and S5P/TROPOMI Observations”, Journal of Geophysical Research: Atmospheres, 2025, https://doi.org/10.1029/2025JD043358.

Hakula H., Rasila A. “Laplace–Beltrami Equations and Numerical Conformal Mappings on Surfaces”, SIAM Journal on Scientific Computing, 2025, https://doi.org/10.1137/24M1656840.

Hakula H., Nasser M., Vuorinen M. “Constrained maximization of conformal capacity”, Computers and Mathematics with Applications, 2025, https://doi.org/10.1016/j.camwa.2025.05.021.

Hamilton S. J., Muller P. A., Kolehmainen V., Toivanen J. “Fast 3D Partial Boundary Data EIT Recon- structions using Direct Inversion CGO-based Methods”, IEEE Transactions on Biomedical Engineering, 2025, https://doi.org/10.1109/TBME.2025.3633560.

Hannula E., Häkkinen A., Solonen A., Uribe F., de Wiljes J., Roininen L. “Bayesian LSTM for indoor temperature modeling”, Building and Environment, 2025, https://dx.doi.org/10.2139/ssrn.5208647.

Happonen E., Dang Y., Wang J., Saarela S., Sivonen M., Zakir M., Laari M.-I., Constantinou Y., Tamarov K., Hakkarainen H., Montaser A.B., Leinonen H., Küblbeck J., Örd T., Taipale M., Kaikkonen M., Liu R., Klefström J., Yu H., Xu Z., Lehto V.-P., Xu W. “Drug-Free Approach to Regulate Undruggable Proto- Oncogene MYC Using Biomimetic Porous Nanoparticles for Cancer Immunotherapy”, ACS Applied Materials & Interfaces, 2025, https://doi.org/10.1021/acsami.5c05042.

Harkki J, Tuovinen P, Jousmäk, V, Barreto G, Rapeli P, Palomäki J, Annevirta J, Puisto A-H, McGlone F, Nieminen H, Alho H. “CT-optimal touch modulates alcohol-cue-elicited heart rate variability in Alco- hol Use Disorder patients during early abstinence: a randomized controlled study”, Alcohol, 2025, https://doi.org/10.1016/j.alcohol.2024.11.004.

Hase F., Castracane P., Dehn A., García O. E., Griffith D. W. T., Heizmann L., Jones N. B., Karppinen T., Kivi R., de Maziere M., Notholt J., Sha M. K. “Implementation and application of an improved phase spectrum determination scheme for Fourier transform spectrometry”, Atmos. Meas. Tech., 2025, https://doi.org/10.5194/amt-18-1257-2025.

Hauptmann A., Subhadip M., Carola-Bibiane S., Ferdia S. “Convergent regularization in inverse problems and linear plug-and-play denoisers”, Foundations of Computational Mathematics, 2025, https://doi.org/10.1007/s10208-024-09654-x.

Hausmann A., Väisänen T. L. A., Toivonen T., Cortés-Capano G. “Climate and biodiversity percep- tions amid the European energy crisis: shifting social media narratives”, Sustainability Science, 2025, https://doi.org/10.1007/s11625-025-01639-1.

Heikkilä T. “MultiResolution Low-Rank Regularization of Dynamic Imaging Problems”, Scale Space and Variational Methods in Computer Vision, 2025, doi: https://doi.org/10.1007/978-3-031-92366-1_6.

Hernández N., Pakarinen T., Salminen A., Laguna Castro S., Karhunen-Enckell U., Hannula M., Heljas- vaara R., Hyttinen J., Joensuu K., Jokelainen O., Jukkola A., Karppinen S.-M., Lindgren A., Lääperi E., Peuhu E., Pihlajaniemi T., Prunskaite-Hyyryläinen R., Rilla K., Ruusuvuori P., Latonen L., Tolo- nen T., Valkonen M., Valkonen M., Vuorlaakso M., Pertuz S., Rinta-Kiikka I., Arponen O. “A sys- tematic approach to study the effects of acquisition parameters and biological factors on computer- ized mammography analysis using ex vivo human tissue: A protocol description”, Plos One, 2025, https://doi.org/10.1371/journal.pone.0321658.

Hillers G., Koivisto E., Haapanala P., Kukkonen I., Courbis R., Ding Y., Fordell T., Heinonen S., Junno N., Juntunen A., Komminaho K., Kozlovskaya E., Leveinen J., Moisio K., Näränen J., Oksanen T., Skyttä P., Tanskanen E., Tiira T. “FINNSIP – The mobile Finnish Seismic Instrument Pool”, Seismica, 2025, https://doi.org/10.26443/seismica.v4i1.1379. 

Holmberg M., Lemmetyinen J., Richaume P., Colliander A., Kontu A., Tamminen J. “Bayesian Time Series Approach and Its Application to Retrieve Ground and Vegetation Variables From L-Band Passive Microwave Remote Sensing”, IEEE Transactions on Geoscience and Remote Sensing, 2025, https://doi.org/10.1109/TGRS.2025.3585275.

Hooghiem J.J.D., Gromov S., Kivi R., Popa M.E., Röckmann T., Chen H. “Isotopic source signatures of stratospheric CO inferred from in situ vertical profiles”, npj Climate Atmospheric Science, 2025, https://doi.org/10.1038/s41612-025-00986-1.

Horst A., Maboudi A. B., Dong Y., Lemvig, J. “Uncertainty Quantification for Linear Inverse Prob- lems with Besov Prior: A Randomize-Then-Optimize Method”, Statistics and Computing, 2025, https://doi.org/10.1007/s11222-025-10638-2.

Hyvärinen O., Rud M., Järleblad H., Snicker A., Eriksson J., Nocente M., Reman B.C.G., Valentini A., Moseev D., Siltanen S., Salewski M. and JET contributors “Using ASCOT to encode neoclassical colli- sional physics as prior in fast-ion distribution reconstructions”, Nuclear Fusion, 2025, https://doi.org/10.1088/1741-4326/adf5d6. 

Häkkilä T., Grandin M., Battarbee M., Szeląg M. E., Alho M., Kotipalo L., Kalakoski N., Verronen P. T., Palmroth M. “Atmospheric odd nitrogen response to electron forcing from a 6D magnetospheric hybrid- kinetic simulation”, Annales Geophysicae, 2025, https://doi.org/10.5194/angeo-43-217-2025.

Hänninen N.E., Stavenuiter I., Nykänen O., Nissi M.J. “Correlations of T1ρ With Properties of Articular Cartilage Depend on the Spin-Lock Amplitude and Orientation of the Sample”, Journal of Orthopaedic Research, 2025, https://doi.org/10.1002/jor.26094.

Hänninen H., Kykkänen A., Schlüter H. “Reconstruction of the dipole amplitude in the dipole picture as a mathematical inverse problem”, Physical Review D, 2025, https://doi.org/10.1103/7fhf-7fp4.

Höltershinken M. B., Lange P., Erdbrügger T., Buschermöhle Y., Wallois F., Buyx A., Pursiainen S., Vorwerk J., Engwer C., Wolters C. H. “The Local Subtraction Approach for EEG and MEG Forward Modeling”, SIAM Journal on Scientific Computing, 2025, https://doi.org/10.1137/23M1582874.

Ialongo I., Virta H., Hakkarainen H., Özcan C., Ranta M., Zieleniewski S. “Unveiling Nitrogen Oxide Emissions from Open-Pit Copper Mines through Satellite Observations”, Environmental Research Letters, 2025, doi: 10.1088/1748-9326/adb767.

Ibrahim N., Vilimek D., Uchytil J., Casula V., Jandacka D., Nieminen M., Panfilov E. “Automatic Segmentation of Knee Cartilage from T2 Images: Added Value of Transformer Model and T2 Maps”, OARSI 2025 World Congress, 2025, https://doi.org/10.1016/j.joca.2025.02.132.

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Leppämäki T. J. J., Heikinheimo V., Eklund J., Hausmann A., Toivonen T. “The rise and fall of the social media platform Flickr: Implications for nature recreation research”, Journal of Outdoor Recreation and Tourism, 2025, doi: https://doi.org/10.1016/j.jort.2025.100880.

Leskinen H.P.P., Tuppurainen J., Jäntti J., Mäkelä J.T.A., Nippolainen E., Afara I.O., Töyräs J., Nykänen O., Nissi M.J. “Orientation-Independent T2 Mapping Enhances MRI-Based Cartilage Characterization”, Annals of Biomedical Engineering, 2025, doi: https://doi.org/10.1007/s10439-025-03774-3.

Li Y., Casula V., Karjalainen J., Nissi M., Liimatainen T. “Quantitative magnetic resonance imaging of the atrioventricular conduction axis based on the rotating-frame relaxation maps: Comparison with T2, T1, and magnetization transfer”, Heart Rhythm, 2025, doi: https://doi.org/10.1016/j.hrthm.2025.06.040.

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Maeda E., Brede B., Calders K., Disney M., Herold M., Lines E. R., Nunes M., Raumonen P., Saarinen N., Starck I., Su Y., Terschanski J., Terryn L. “Expanding Forest Research with Terrestrial LiDAR Technology”, Nature Communications, 2025, doi: https://doi.org/10.1038/s41467-025-63946-6.

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Malekzadeh M., Willberg E., Torkko J., Toivonen T. “Urban attractiveness according to Chat- GPT: Contrasting AI and human insights”, Computers, Environment and Urban Systems, 2025, doi: https://doi.org/10.1016/j.compenvurbsys.2024.102243.

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Paldanius A., Toivanen J., Forss N., Strbian D., Kolehmainen V., Hyttinen J. “Biomechanical simula- tions of intracerebral hemorrhage expansion show tissue displacement has significant impact on electrical impedance tomography results”, Brain Research Bulletin, 2025, doi: https://doi.org/10.1016/j.brainresbull.2025.111265.

Palosuo T., Heikkinen J., Hilasvuori E., Kulmala L., Launiainen S., Lehtilä A., Leinonen I., Li- imatainen M., Salminen M., Shurpali N., Silfver T., Soinne H., Vira J., Liski J. “Demands and possibilities for field-scale estimation of agricultural greenhouse gas balances”, CATENA, 2025, doi: https://doi.org/10.1016/j.catena.2024.108649.

Panfilov E., Saarakkala S., Nieminen M. Tiulpin A. “End-to-End Prediction of Knee Osteoarthritis Pro- gression With Multimodal Transformers”, IEEE Journal of Biomedical and Health Informatics, 2025, doi: https://doi.org/10.1109/JBHI.2025.3536170.

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Porcheddu A., Kolehmainen V., Lähivaara T., Lipponen A. “Machine learning data fusion for high spatio-temporal resolution PM2.5”, Atmospheric Measurement Techniques, 2025, doi: https://doi.org/10.5194/amt-18-4771-2025.

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Rwema M., Safari B., Sylla M. B., Roininen L., Laine M. “Understanding Farmers’ Knowledge, Per- ceptions, and Adaptation Strategies to Climate Change in Eastern Rwanda”, Sustainability, 2025, doi: https://doi.org/10.3390/su17156721.

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Räsänen M., Pourghaz M., Ursin A. “Strain field imaging by applying anisotropic electrical impedance tomography on conductive surface coating”, Applied Mathematics for Modern Challenges, 2025, doi: https://www.doi.org/10.3934/ammc.2025007.

Saariokari S., Dendooven P., Laassiri M., Brücken J.E. “Nuclear fuel imaging using position-sensitive detectors”, Journal of Instrumentation, 2025, doi: https://dx.doi.org/10.1088/1748-0221/20/03/C03012.

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Saidla K., Willberg E., Vallejo B., Silm S., Poom A. “Policy for bike share success in cities big and small: Bike share as public transport in Helsinki, Finland, and Tartu, Estonia”, Transportation Research Interdisciplinary Perspectives, 2025, doi: https://doi.org/10.1016/j.trip.2025.101673.

Sakif M. M., Ihalainen T., Merilampi S., Vuohijoki T., Raumonen P., Virkki J. “From Bracelets to Hoodies: Exploring Embedded Multimodal Assistive Controllers”, 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025, doi: https://doi.org/10.23919/SpliTech65624.2025.11091708.

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Sippola S., Rautio S., Hauptmann A., Ide T., Siltanen S. “Learned enclosure method for experimental EIT data”, Applied Mathematics for Modern Challenges, 2025, doi: https://doi.org/10.3934/ammc.2025008.

Sorokina H. E., Campos M., Raumonen P., Shcherbacheva A., Echriti R., Hyyppä J., Puttonen E., Wang Y. “Boundary conditions for studying branch-scale tree growth strategies using tree quantitative structure model time series”, Remote Sensing of Environment, 2025, doi: https://doi.org/10.1016/j.rse.2025.115105.

Soto T. “Wide stable neural networks: Sample regularity, functional convergence and Bayesian inverse problems”, Inverse Problems and Imaging, 2025, doi: https://doi.org/10.3934/ipi.2025012.

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Sund R., Seppänen J., Moradi E., Väänänen S., Miettinen J., Hakumäki J., Rikkonen T., Kröger H., Koivumaa-Honkanen H., Solomon A., Tohka J. “Real-world brain imaging in a population-based cohort enables accurate markers for dementia”, Alzheimer’s & Dementia, 2025, doi: https://doi.org/10.1002/alz.70227.

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Suzuki Y., Hyvönen N., Karvonen T. “Möbius-transformed Trapezoidal Rule”, Mathematics of Computa- tion, 2025, doi: https://doi.org/10.1090/mcom/4084.

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Tenkanen M. K., Tsuruta A., Denier van der Gon H., Höglund-Isaksson L., Leppänen A., Markkanen T., Petrescu A. M. R., Raivonen M., Aaltonen H., Aalto, T “Partitioning anthropogenic and natural methane emissions in Finland during 2000–2021 by combining bottom-up and top-down estimates”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-2181-2025.

Tervo J.,  Kokkonen P. “On Existence of Spatially Regular Strong Solutions for a Class of Transport Equations”, Journal of Computational and Theoretical Transport, 2025, doi: https://doi.org/10.1080/23324309.2025.2591676.

Tesfaw Y., Seid A. M., Roininen L. “Log-Gaussian Cox Processes for Spatiotemporal Traffic Fatality Estimation in Addis Ababa”, Journal of Applied Statistics, 2025, doi: https://doi.org/10.1080/02664763.2025.2574654.

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Toivanen J., Kolehmainen V., Paldanius A., Hänninen A., Hauptmann A., Hamilton S. J. “Graph convo- lutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography.”, IEEE Transactions on Biomedical Engineering, 2025, doi: https://doi.org/10.1109/TBME.2025.3594249.

Torkko J., Malekzadeh M., Willberg E., Toivonen T. “Same greenery, different Green View Index: Incon- sistent greenery assessment in semantic segmentation and street view imagery”, Urban Forestry and Urban Greening, 2025, doi: https://doi.org/10.1016/j.ufug.2025.128969.

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Tuomaala S., Autti S., Cotroneo S. F., Lioumis P., Renvall H., Liljeström M. “Automated speech artefact removal from MEG data utilizing facial gestures and mutual information”, Imaging Neuroscience, 2025, doi: https://doi.org/10.1162/imag_a_00545.

Valat E., Hauptmann A., Öktem O.  “SDF: A self-supervised denoiser framework for X-Ray computed tomography”, Applied Mathematics for Modern Challenges, 2025, doi: https://doi.org/10.3934/ammc.2025012.

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Varjopuro J., Kamppinen A., Poskela A., Karhu J. A., Lindfors A. V., Miettunen K. “Computational simulation of perovskite and silicon solar panel operating temperatures in varying ambient conditions”, Solar Energy Materials and Solar Cells, 2025, doi: https://doi.org/10.1016/j.solmat.2025.113657.

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Verhoeven V. B., Raumonen P., Åkerblom M. “Fitting Geometric Shapes to Fuzzy Point Cloud Data”, Journal of Imaging, 2025, doi: https://doi.org/10.3390/jimaging11010007.

Verhoeven V., Raumonen P., Åkerblom M., Tammi K., Tasanen I. “The Effect of Surface Mate- rial on Cylinder Point Clouds”, IEEE Transactions on Instrumentation and Measurement, 2025, doi: https://doi.org/10.1109/TIM.2025.3568980.

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Zhuo Z., Belevich I., Leinonen V., Jokitalo E., Malm T., Sierra A., Tohka J. “Segment Anything for Dendrites from Electron Microscopy”, 2025 IEEE 6th International Conference on Image Processing, Ap- plications and Systems (IPAS), 2025, doi: https://doi.org/10.1109/IPAS63548.2025.10924514.

Scientific books

Feldman J., Salo M., Uhlmann G., The Calderón problem: an introduction, American Mathematical Soc., Graduate Studies in Mathematics 253, 2025, doi: https://doi.org/10.1090/gsm/253.

Hauptmann A., Jin B., Schönlieb, C.B., Machine Learning Solutions for Inverse Problems: Part A, Hand- book of Numerical Analysis, 26, Elsevier, 2025. https://www.sciencedirect.com/handbook/handbook-of-numerical-analysis/vol/26/suppl/C

Serov V., Harju M., Complex Analysis and Special Functions: Cauchy Formula, Elliptic Functions and Laplace’s Method, De Gruyter, 2025, doi: https://doi.org/10.1515/9783111632278.

Publications intended for professional communities

Leppämäki, T. J. J., Ruohomäki, S. T. A., Kangasmaa, M., & Toivonen, T. “Massadatoilla ymmärrystä Helsingin viheralueiden käytöstä.”, in Jaakkola, M. (Ed.) Viheralueiden käyttö Helsingissä. Kaupunkiympäristön aineistoja 2025:21, 2025. https://www.hel.fi/static/liitteet/kaupunkiymparisto/julkaisut/aineistot/aineistoja-21-25.pdf

Malekzadeh, M. “Add a ‘speculation box’ to research papers”, Correspondence in Nature, 646:38, 2025, doi: https://doi.org/10.1038/d41586-025-03186-2.

Malekzadeh, M. “You are more than your current research”, World View, Nature Human Behaviour, 9:2411, 2025, doi: https://doi.org/10.1038/s41562-025-02316-0.

Ravindran, O., Korpilo, S., Torkko, J., Shete, A., Ruohomäki, S., Lehtinen, J., Garg, M., Willberg, E., Tay- lor, R., Klein, R., & Toivonen, T.“GREENTRAVEL VR: Technical Report”, Reserach Reports, University of Helsinki, 2025, doi: https://doi.org/10.31885/2025.111301.

Väisänen, T. L. A., Malekzadeh, M., Inkeröinen, O. T., & Järv, O. “Avoimella opiskelijavaihtoaineistolla uusia näkökulmia Euroopan aluekehitykseen – Yli 2.2 miljoonan opiskelijavaihdon geokoodattu aineisto Euroopasta saatavilla!”, Positio: paikkatiedon erikoislehti, 2025. https://positio-lehti.fi/2025/05/avoimella-opiskelijavaihtoaineistolla-uusia-nakokulmia-euroopan-aluekehitykseen-yli-2-2-miljoonan-opiskelijavaihdon-geokoodattu-aineisto-euroopasta-saatavilla/

Doctoral dissertations

Aarnio, Antti, Advanced Image Reconstruction Methods for Quantitative Magnetic Resonance Imaging, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5498-5

Autio, Antti, Approximate Solution of a Parametric Diffusion Equation for Electrical Impedance Tomography, PhD thesis, Aalto University, 2025. https://urn.fi/URN:ISBN:978-952-64-2515-3

Duma, Zina-Sabrina, Data-driven Procedures for Environmental Portable and Remote Spectral Sensing, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-215-3

Johansson, David, Identification of Semilinear Terms in Elliptic Equations and Robin Boundary Conditions, JYU Dissertations, PhD thesis, University of Jyväskylä, 2025. https://urn.fi/URN:ISBN:978-952-86-0874-5

Johansson, Lasse, On the development of shipping emission models and their applications in global and local impact assessment, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-281-8

Karppinen, Tomi, Remote Sensing of Atmospheric Gases at High Northern Latitude, Dissertationes Uni- versitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/603259

Kivimäki, Ella, Evaluation and Analysis of Satellite-based Methane Observations at High Northern Lati- tudes, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/599614

Kukkurainen, Antti, New Computational Methods for Satellite Remote Sensing of the Atmosphere and Vegetation, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Tech- nology, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5627-9

Kuusela, Petri, Novel Applications and Computational Methods for Electrical Impedance Tomography and X-ray Computed Tomography, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5636-1

Latva-Äijö, Salla-Maaria, Novel Algorithms for Material Decomposition and Classification in Spectral CT Imaging, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://urn.fi/URN:ISBN:978-952-84-1483-4

Meaney, Alexander, Variational Regularization Methods and Open Data for Image Reconstruction in Computed Tomography, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://urn.fi/URN:ISBN:978-952-84-0509-2

Mikkonen, Antti, Computational Approach to Challenges in Radiative Transfer for Remote Sensing of At- mospheric Composition, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/596289  

Panfilov, Egor, Magnetic Resonance Imaging-Based Biomarkers of Knee Osteoarthritis Progression via Deep Learning, PhD thesis, University of Oulu, 2025. https://urn.fi/URN:NBN:fi:oulu-202505143398

Rautio, Siiri, Ill-posed Microlocal Imaging Using Targeted Deep Learning, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/593701

Rojo Garcia, Rodrigo, Bayesian Optimal Experimental Design in Inverse Problems: Applications and Stability, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-223-8

Tenkanen, Maria, Methane Emissions at High Northern Latitudes Estimated by an Atmospheric Inversion Model, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/595170

Tsarsitalidou, Christina, Rayleigh Wave Focal Spot Imaging Applied to Continental Scale Dense Arrays, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/602588

2024

Peer-reviewed scientific articles

Afkham B. M., Knudsen K„ Rasmussen A. K., Tarvainen T. “A Bayesian approach for consistent recon- struction of inclusions”, Inverse Problems, 2024, https://doi.org/10.1088/1361-6420/ad2531.

Akdemir B., Shahid H. F., Brix M., Lääkkölä J., Islam J,. Kumar T., Reponen J., Nieminen M. T., Harjula E. “From Technical Prerequisites to Improved Care: Distributed Edge AI for Tomographic Imaging”, IEEE Access, 2024, https://doi.org/10.1109/ACCESS.2025.3530297.

Alexakis S., Stinchcombe A. R., Tyni T. “A boundary integral equation approach to electrical impedance tomography: experiments on the KTC2023 data”, Applied Mathematics for Modern Challenges, 2024, doi: https://doi.org/10.3934/ammc.2024006.

Arif M. Z., Lähivaara T., Vauhkonen M. “Deep learning-assisted dual-modal tomography for phase flow rate estimation in two-phase oil-water flow systems”, Science and Technology 35(7):07530, 2024, doi: https://doi.org/10.1088/1361-6501/ad3a0a.

Arridge S., Hauptmann A., Korolev Y. “Inverse problems with learned forward operators”, Data-driven Models in Inverse Problems, 2024, https://doi.org/10.1515/9783111251233-003.

Blasten E., Exner P., Isozaki H., Lassas M., Lu J. “Inverse problems for locally perturbed lattices – Discrete Hamiltonian and quantum graph”, Annales Henri Lebesgue, 2024, doi: https://doi.org/10.5802/ahl.201.

Bohlmann S., Laine M. “Statistical Calibration of Probabilistic Medium-Range Fire Weather Index Fore- casts in Europe”, Natural Hazards and Earth System Sciences, 2024, doi: https://doi.org/10.5194/nhess-24-4225-2024.

Brix M. A. K., Järvinen J., Bode M. K., Nevalainen M., Nikki M., Niinimäki J., Lammentausta E. “Financial impact of incorporating deep learning reconstruction into magnetic resonance imaging routine.”, Eur J Radiol, 2024, doi: https://doi.org/10.1016/j.ejrad.2024.111434.

Bun R., Marland G., Oda T., See L., Puliafito E., Nahorski Z., Jonas M., Kovalyshyn V., Ialongo I., Yashchun O., Romanchuk Z. “Tracking unaccounted greenhouse gas emissions due to the war in Ukraine since 2022”, Sci Total Environ., 2024, doi: https://doi.org/10.1016/j.scitotenv.2024.169879.

Burman E., Oksanen L. “Finite element approximation of unique continuation of functions with finite di- mensional trace”, Math. Models Methods Appl. Sci, 2024, doi: https://doi.org/10.1142/S0218202524500362.

Butler A.H, Lee S.H., Bernhard G.H., Fioletov V.E., Grooß, J.-U., Ialongo I., Johnsen B., Lakkala K., Müller R., Svendby T. and Ballinger T.J. “The Arctic – Atmosphere [in ”State of the Climate in 2023”]”, Bull. Amer. Meteor. Soc., 2024, doi: https://doi.org/10.1175/BAMS-D-24-0101.1.

Casula V., Kajabi A. W. “Quantitative MRI methods for the assessment of structure, composition, and function of musculoskeletal tissues in basic research and preclinical applications.”, MAGMA, 2024, doi: https://doi.org/10.1007/s10334-024-01174-7.

Clemens-Sewall D., Polashenski C., Raphael I. A., Parno M., Perovich D., Itkin P., Jaggi M., Jutila A., Macfarlane A. R., Matero I. S. O., Oggier M., Visser R. J. W., Wagner, D. N. “High-resolution repeat topography of drifting ice floes in the Arctic Ocean from terrestrial laser scanning”, Scientific Data, 2024, doi: https://doi.org/10.1038/s41597-023-02882-w.

Cohen J., Lemmetyinen J., Jorge Ruiz J., Rautiainen K., Ikonen J., Kontu A., Pulliainen J. “Detection of soil and canopy freeze/thaw state in the boreal region with L and C Band Synthetic Aperture Radar”, Remote Sensing of Environment, 2024, doi: https://doi.org/10.1016/j.rse.2024.114102.

Cotroneo S. F., Ala-Salomäki H., Parkkonen L., Liljeström M., Salmelin R. “Extracting reproducible subject-specific MEG evoked responses with independent component analysis”, Imaging Neuroscience, 2024, doi: https://doi.org/10.1162/imag_a_00182.

Covi G., Railo J., Tyni T. & Zimmerman P. “Stability estimates for the inverse fractional conductivity problem.”, SIAM J. Math. Anal., 2024, doi: https://doi.org/10.1137/22M1533542. 

Cârstea C., Lassas M., Liimatainen T., Oksanen L. “An inverse problem for the Riemannian minimal surface equation”, Journal Differential Equations, 2024, doi: https://doi.org/10.1016/j.jde.2023.10.039.

Damadeo R. P., Sofieva V. F., Rozanov A., Thomason L. W. “An empirical characterization of the aerosol Ångström exponent interpolation bias using SAGE III/ISS data”, Atmos. Meas. Tech., 2024, doi: https://doi.org/10.5194/amt-17-3669-2024.

de Hoop M., Lassas M., Lu J., Oksanen L. “Stable Recovery of Coefficients in an Inverse Fault Friction Prob- lem”, Archive for Rational Mechanics and Analysis (ARMA), 2024, doi: https://doi.org/10.1007/s00205-024-02009-4. 

Denton M., Blum L., Kivi R., Bruce S., Ramos P., Feinland M., Ulich T., Denton J. “Experiments at the edge of space: balloon flights to the stratosphere”, Phys. Educ., 2024, doi: https://doi.org/10.1088/1361-6552/ad1f5e.

Duma Z. S., Susiluoto J., Lamminpää O., Sihvonen T., Reinikainen S. P., Haario H. “Optimizing Kernel Partial Least-Squares (K-PLS) with Kernel Flows”, Chemometrics and Intelligent Lab Systems, 2024, doi: https://doi.org/10.1016/j.chemolab.2024.105238.

Eberle-Blick S., Hyvönen N. “Bayesian Experimental Design for Linear Elasticity”, Inverse Problems and Imaging, 2024, doi: https://doi.org/10.3934/ipi.2024015.

Erdbrügger T., Höltershinken M., Radecke J.-O., Buschermöhle Y., Wallois F., Pursiainen S., Gross J., Lencer R., Engwer C., Wolters C. “CutFEM-based MEG forward modeling improves source separability and sensitivity to quasi-radial sources: A somatosensory group study”, Human Brain Mapping, 2024, doi: https://doi.org/10.1002/hbm.26810.

Esrafilian A., Chandra S. S., Gatti A. A., Nissi M. J., Mustonen A.-M., Säisänen L., Reijonen J., Nieminen P., Julkunen P., Töyräs J., Saxby D. J., Lloyd D. G., Korhonen R. K. “An Automated and Robust Tool for Musculoskeletal and Finite Element Modeling of the Knee Joint”, IEEE Transactions on Biomedical Engineering, 2024, doi: https://doi.org/10.1109/TBME.2024.3438272.

Feizmohammadi A., Kian Y., Oksanen L. “Rigidity of inverse problems for nonlinear elliptic equations on manifolds”, Bulletin of the London Mathematical Society, 2024, doi: https://doi.org/10.1112/blms.13102.

Fredensborg Hansen R. M., Skourup H., Rinne E., Høyland K. V., Landy J. C., Merkouriadi I., Forsberg R. “Arctic Freeboard and Snow Depth From Near-Coincident CryoSat-2 and ICESat-2 (CRYO2ICE) Ob- servations: A First Examination of Winter Sea Ice During 2020–2022”, Earth and Space Science, 2024, doi: https://doi.org/10.1029/2023EA003313.

Furuya T., Puthawala M., Lassas M., de Hoop M. “Can neural operators always be con- tinuously discretized?”, Advances in Neural Information Processing Systems 37, 2024, doi: https://doi.org/10.52202/079017-3140.

Galaz Prieto F., Samavaki M., Pursiainen S. “Lattice layout and optimizer effect analysis for generat- ing optimal transcranial electrical stimulation (tES) montages through the metaheuristic L1L1 method”, Frontiers in Human Neuroscience, 2024, doi: https://doi.org/10.3389/fnhum.2024.1201574.

Garde H., Hyvönen N. “Linearized Calderon Problem: Reconstruction and Lipschitz Stability for Infinite- Dimensional Spaces of Unbounded Perturbations”, SIAM Journal on Mathematical Analysis, 2024, doi: https://doi.org/10.1137/23M1609270.

Giammarinaro B., Tsarsitalidou C., Hillers G. “Investigating the lateral resolution of the rayleigh wave focal spot imaging technique using two-dimensional acoustic simulations”, C. R. Géoscience—Sciences de la Planète, 2024, doi: https://doi.org/10.5802/crgeos.254.

Goh H., Sahlström T., Tarvainen T. “Utilizing uncertainty quantification variational autoencoders in inverse problems with applications in photoacoustic tomography”, in Data-driven Models in Inverse Problems, De Gruyter, pp. 413-436 2024, doi: https://doi.org/10.1515/9783111251233-012.

Haakana J., Merz S., Kaski S., Renvall H., Salmelin R. “Bayesian reduced rank regression models generaliz- able neural fingerprints that differentiate between individuals in magnetoencephalography data”, European Journal of Neuroscience, 2024, doi: https://doi.org/10.1111/ejn.16292.

Hakkarainen J., Kuhlmann G., Koene E., Santaren D., Meier S., Krol M. C., van Stratum B. J. H., Ialongo I., Chevallier F., Tamminen J., Brunner D., Broquet G. “Analyzing nitrogen dioxide to nitrogen oxide scaling factors for data-driven satellite-based emission estimation methods: a case study of Matimba/Medupi power stations in South Africa”, Atmospheric Pollution Research, 2024, doi: https://doi.org/10.1016/j.apr.2024.102171.

Hakula H. “Harmonic extension elements : Eigenproblems and error estimation”, Computers and Mathe- matics with Applications, 2024, doi: https://doi.org/10.1016/j.camwa.2024.03.012.

Hakula H. “On high-order finite element solution of eigenvalue problems on isospectral surfaces”, Computers and Mathematics with Applications, 2024, doi: https://doi.org/10.1016/j.camwa.2024.05.022.

Hakula H., Harbrecht H., Kaarnioja V., Kuo F. Y., Sloan I. H. “Uncertainty quantification for random domains using periodic random variables”, Numerische Mathematik, 2024, doi: https://doi.org/10.1007/s00211-023-01392-6.

Hakula H., Nasser M., Vuorinen M. “Mobile disks in hyperbolic space and minimization of conformal capacity”, Electronic Transactions on Numerical Analysis, 2024, doi: https://doi.org/10.1553/etna_vol60s1. 

Hamberg L., Vanhatalo J., Velmala S., Taylor A., MacKay J., Caron S., Asiegbu F. O., Sievänen R., Raumonen P., Hytönen .T, Pennanen T. “The community of root fungi is associated with the growth rate of Norway spruce (Picea abies)”, Environmental Microbiology, 2024, doi: https://doi.org/10.1111/1462-2920.16662.  

Haraldsen I. H., Hatlestad-Hall C., Marra C., Renvall H., Maestú F., Acosta-Hernández J., Alfonsin S., Andersson V., Anand A., Ayllón V., Babic A., Belhadi A., Birck C., Bruña R., Caraglia N., Carrarini C., Christensen E., Cicchetti A., Daugbjerg S., Di Bidino R., Diaz-Ponce A., Drews A., Maria Giuffrè G., Georges J., Gil-Gregorio P., Gove D., Govers T. M., Hallock H., Hietanen M., Holmen L., Hotta J., Kaski S., Khadka R., Kinnunen A. S., Koivisto A. M., Kulashekhar S., Larsen D., Liljeström M., Lind P. G., Dolado A. M., Marshall S., Merz S., Miraglia F., Montonen J., Mäntynen V., Øksengård A. R., Olazarán J., Paajanen T., Peña J. M., Peña L., Peniche D., Perez A. S., Radwan M., Ramírez-Toraño F., Rodríguez-Pedrero A., Saarinen T., Salas-Carrillo M., Salmelin R., Sousa S., Suyuthi A., Toft M., Toharia P., Tveitstøl T., Tveter. M., Upreti R., Vermeulen R. J., Vecchio F., Yazidi A., Rossini P. M. “Intelligent digital tools for screening of brain connectivity and dementia risk estimation in people affected by mild cognitive impairment: the AI-Mind clinical study protocol”, Frontiers in Neurorobotics, 2024, doi: https://doi.org/10.3389/fnbot.2023.1289406.

Hauptmann A., Al-Rubaye M., Nieminen M., Brix M. “A multi-filter and multi-scale U- Net for cone-beam computed tomography with hardware constraints”, IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW), 2024, doi: https://doi.org/10.1109/ICASSPW62465.2024.10627045.

Helin T. “Least squares approximations in linear statistical inverse learning problems”, SIAM J Numerical Analysis, 2024, doi: https://doi.org/10.1137/22M1538600.

Holmberg M., Lemmetyinen J., Schwank M., Kontu A., Rautiainen K., Merkouriadi I., Tamminen J. “Retrieval of ground, snow, and forest parameters from space borne passive L band observations. A case study over Sodankylä, Finland”, Remote Sensing of Environment, 2024, doi: https://doi.org/10.1016/j.rse.2024.114143.

Honkanen M., Heikkinen P., MacArthur A., Thum T., Kivi R., Lindqvist H. “UAV-Borne Measurements of Solar-Induced Chlorophyll Fluorescence (SIF) at a Boreal Site”, In: Westerlund, T., Peña Queralta, J. (eds) New Developments and Environmental Applications of Drones, 2024, doi: https://doi.org/10.1007/978-3-031-44607-8_8.

Hugelius G., Ramage J., Burke E., Chatterjee A., Smallman T. L., Aalto T., Bastos A., Biasi C., Canadell J. G., Chandra N., Chevallier F., Ciais P., Chang J., Feng L., Jones M. W., Kleinen T., Kuhn M., Lauerwald R., Liu J., López-Blanco E., Luijkx I. T., Marushchak M. E., Natali S. M., Niwa Y., Olefeldt D., Palmer P. I., Patra P. K., Peters W., Potter S., Poulter B., Rogers B. M., Riley W. J., Saunois M., Schuur E. a. G, Thompson R. L., Treat C., Tsuruta A., Turetsky M. R., Virkkala A.-M., Voigt C., Watts J., Zhu Q., Zheng B. “Permafrost Region Greenhouse Gas Budgets Suggest a Weak CO2 Sink and CH4 and N2O Sources, But Magnitudes Differ Between Top-Down and Bottom-Up Methods”, Global Biogeochemical Cycles, 2024, doi: https://doi.org/10.1029/2023GB007969.

Hyvönen N., Jääskeläinen A., Maity R., Vavilov A. “Bayesian Experimental Design for Head Imaging by Electrical Impedance Tomography”, SIAM Journal on Applied Mathematics, 2024, doi: https://doi.org/10.1137/23M1624634.

Hänninen N., Pulkkinen A., Arridge S., Tarvainen T. “Estimating absorption and scattering in quantitative photoacoustic tomography with an adaptive Monte Carlo method for light transport.”, Inverse Problems and Imaging, 18(5):1052-1077, 2024, doi: https://doi.org/10.3934/ipi.2024006.

Härkönen T., Vartiainen E. M., Lensu L., Moores M. T., Roininen L. “Log-Gaussian gamma processes for training Bayesian neural networks in Raman and CARS spectroscopies”, Physical Chemistry Chemical Physics, 2024, doi: https://doi.org/10.1039/D3CP04960D.

Ilmavirta J., de Hoop M., Katsnelson V. “Spherically symmetric terrestrial planets with discontinuities are spectrally rigid”, Comm. Math. Phys. 405(2):31, 2024, doi: https://doi.org/10.1007/s00220-023-04892-6.

Ilmavirta J., Kykkänen A. “Tensor tomography on negatively curved manifolds of low regularity”, J. Geom. Anal. 34(5):147, 2024, doi: 10.1007/s12220-024-01588-8.

Imani V., Sevilla-Salcedo C., Moradi E., Fortino V., Tohka J. “Multi-objective genetic algorithm for multi- view feature selection”, Applied Soft Computing 167:112332, 2024, doi: https://doi.org/10.1016/j.asoc.2024.112332.

Inkinen S. I., Kotiaho A. O., Hanni M., Nieminen M. T. Brix MAK “Computed Tomography Artefact Detection Using Deep Learning—Towards Automated Quality Assurance.”, Digital Health and Wireless Solutions, 2024, doi: https://doi.org/10.1007/978-3-031-59091-7_2.

Isomäki K. T., McGrath M. J., Backman L., Leskinen J., Berchet A., Broquet G., Fortems-Cheiney A., Junttila V., Leppänen A., Lindqvist H., Mengistu A., Mäkelä A., Raivonen M., Thölix L., Aalto T. “Assessing the role of terrestrial ecosystems in Finland’s total CO2 balance through a comparison of top-down and bottom-up estimates”, Boreal Environment Research, 29: 77-102, 2024., 2024. http://hdl.handle.net/10138/575879

Isosalo A., Inkinen S. I., Heino H., Turunen T., Nieminen M. T. “MammogramAnnotationTool: Markup tool for breast tissue abnormality annotation”, Software Impacts, 2024, doi: 10.1016/j.simpa.2023.100599.

Isosalo A., Inkinen S. I., Prostredná L., Heino H., Ipatti P. S., Reponen J. Nieminen M. T. “Imaging phenotype evaluation from digital breast tomosynthesis data: A preliminary study”, Computers in Biology and Medicine, 2024, doi: https://doi.org/10.1016/j.compbiomed.2024.109285.

Jacobs N., O’Dell C. W., Taylor T. E., Logan T. L., Byrne B., Kiel M., Kivi R., Heikkinen P., Merrelli A., Payne V. H., and Chatterjee A. “The importance of digital elevation model accuracy in XCO2 retrievals: improving the Orbiting Carbon Observatory 2 Atmospheric Carbon Observations from Space version 11 retrieval product”, Atmos. Meas. Tech., 2024, doi: https://doi.org/10.5194/amt-17-1375-2024.

Jandacka D., Casula V., Hamill J., Vilimek D., Jandackova V. K., Elavsky S., Uchytil J., Plesek J., Skypala J., Golian M., Burda M. Nieminen M. T. “Regular Running Is Related to the Knee Joint Cartilage Structure in Healthy Adults”, Medicine and Science in Sports and Exercise, 2024, doi: https://doi.org/10.1249/MSS.0000000000003386.

Jathar S. R., Manas K., Railo J. “Broken Ray Transform for Twisted Geodesics on Surfaces with a Reflecting Obstacle”, J Geom Anal, 2024, doi: https://doi.org/10.1007/s12220-024-01653-2.

Jathar S. R., Manas K., Railo J. “Loop group factorization method for the magnetic and thermostatic nonabelian ray transforms”, Inverse Problems, 2024, doi: https://doi.org/10.1088/1361-6420/ada08a.

Junno J. A., Brix M., Lammentausta E., Liimatainen T., Junno A., Kiljunen J., Niinimäki J., Oura P. “Expanding bullets and ballistic gelatin – A restricted expansion experiment”, Leg Med, 2024, doi: https://doi.org/10.1016/j.legalmed.2024.102528.

Kangasniemi J., Mozumder M., Pulkkinen A., Tarvainen T. “Stochastic Gauss-Newton method for estimat- ing absorption and scattering in optical tomography with the Monte Carlo method for light transport.”, Biomedical Optics Express, 15(8):4925-4942, 2024, doi: https://doi.org/10.1364/BOE.528666.

Kantola V., Karjalainen J., Jaakola T., Leskinen H. P. P., Nissi M. J., Casula V., Nieminen M. T. “Anisotropy of T2 and T1ρ Relaxation Time in Articular Cartilage at 3T”, Magnetic Resonance in Medicine, 2024, doi: https://doi.org/10.1002/mrm.30096.

Karppinen T., Sundström A.-M., Lindqvist H., Hatakka J., Tamminen J. “Satellite-based assessment of national carbon monoxide concentrations for air quality reporting in Finland”, Remote Sensing Applications: Society and Environment, 2024, doi: https://doi.org/10.1016/j.rsase.2023.101120.

Karvonen E., Lassas M., Pankka P., Siltanen S. “TILT: Topological interface recovery in limited-angle tomography”, SIAM Journal on Imaging Sciences 17(3):1761-1794, 2024, doi: https://doi.org/10.1137/23M1611567.

Kaufmann E., Peltola J., Colon A., Bóné B., Bentes C., Coenen V., Gil-Nagel A., Goncalves-Ferreira A. J., Lehtimaki K., Ryvlin P., Taylor R., Brionne T. C., Gielen F., Song S., Boon P. on behalf of the MORE study group “Long-term evaluation of anterior thalamic deep brain stimulation for epilepsy in the European MORE registry. ”, Epilepsia, 2024, doi: https://doi.org/10.1111/epi.18003.

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Pulliainen J., Aurela M., Aalto T., Böttcher K., Cohen J., Derksen C., Heimann, M., Helbig M., Kolari P., Kontu A., Krasnova A., Launiainen S., Lemmetyinen J., Lindqvist H., Lindroth A., Lohila A., Luojus K., Mammarella I., Markkanen T., Nevala E., Noe S., Peichl M., Pumpanen J., Rautiainen K., Salminen M., Sonnentag O., Takala M., Thum T., Vesala T., Vestin P. “Increase in gross primary production of boreal forests balanced out by increase in ecosystem respiration”, Remote Sensing of Environment, 2024, doi: https://doi.org/10.1016/j.rse.2024.114376.

Rabe B., Cox C. J., Fang Y.-C., Goessling H., Granskog M. A., Hoppmann M., Hutchings J. K., Krumpen T., Kuznetsov I., Lei R., Li T., Maslowski W., Nicolaus M., Perovich D., Persson O., Regnery J., Rigor I., Shupe M. D., Sokolov V., Spreen G., Stanton T., Watkins D. M., Blockley E., Buenger H. J., Cole S., Fong A., Haapala J., Heuzé C., Hoppe C. J. M., Janout M., Jutila A., et al. “Observing the coupled Arctic system with multidisciplinary, coordinated platforms”, Elementa: Science of the Anthropocene, 2024, doi: https://doi.org/10.1525/elementa.2023.00103.

Rahman S. M. M., Mattila H., Shaikh A., Raumonen P., Virkki J. “An Everyday Hat for Detection of Eye Blinks and Forehead Clenching”, 9th European Medical and Biological Engineering Conference, 2024, doi: https://doi.org/10.1007/978-3-031-61625-9_8.

Rahman S. M., Mattila H., Eerola L., Mäenpää A., Helminen T., Raumonen P., Kylliäinen A., Virkki J. “Towards Everyday Physiological Monitoring: A Sock Prototype for Electrodermal Activity Measure- ment”, 2024 9th International Conference on Smart and Sustainable Technologies (SpliTech), 2024, doi: https://doi.org/10.23919/SpliTech61897.2024.10612408.

Rai P., Knight A., Hiillos M., Kertész C., Morales E., Terney D., Larsen S. A., Østerkjerhuus T., Peltola J., Beniczky S. “Automated analysis and detection of epileptic seizures in video recordings using artificial intelligence.”, Front. Neuroinform, 2024, doi: https://doi.org/10.3389/fninf.2024.1324981.

Railo J. “A Note on the Fourier Magnitude Data and Sobolev Embeddings”, J Fourier Anal Appl, 2024, doi: https://doi.org/10.1007/s00041-024-10116-9.

Rastogi A. “Nonlinear Tikhonov regularization in Hilbert scales for inverse learning”, Journal of Complex- ity, 2024, doi: https://doi.org/10.1016/j.jco.2024.101824.

Rathore V., Senis L., Holm S. J., Sundén E. A., Håkansson A., Laassiri M., Dendooven P., Andersson P. “First Experimental Demonstration of the Use of a Novel Planar Segmented HPGe De- tector for Gamma Emission Tomography of Mockup Fuel Rod”, Nuclear Technology, 2024, doi: https://doi.org/10.1080/00295450.2023.2236882.

Rautio S., Murthy R., Bubba T. A., Lassas M., Siltanen S. “Learning a microlocal prior for limited-angle tomography”, IMA Journal of Applied Mathematics 88(6):888–916, 2024, doi: https://doi.org/10.1093/imamat/hxae005.

Ruiz J., Merkouriadi I., Lemmetyinen J., Cohen J., Kontu A., Nagler T., Pulliainen J., Praks J. “Com- paring InSAR Snow Water Equivalent Retrieval Using ALOS2 With In Situ Observations and Snow- Model Over the Boreal Forest Area”, IEEE Transactions on Geoscience and Remote Sensing, 2024, doi: https://doi.org/10.1109/TGRS.2024.3439855.

Sakif M. M., Ihalainen T., Merilampi S., Petäjistö S.-M., Raumonen P., Vuohijoki T., Virkki J. “Enabling Living Spaces Through Customizable NFC-Enabled Smart Table System”, 18th European Conference on Antennas and Propagation (EuCAP), 2024, doi: https://doi.org/10.23919/EuCAP60739.2024.10501321.  

Samavaki M., Söderholm S., Nia A. Z., Pursiainen S. “Modeling of blood flow in cerebral arterial circulation and its dynamic impact on electrical conductivity in a realistic multi-compartment head model”, Computer Methods and Programs in Biomedicine, 2024, doi: https://doi.org/10.1016/j.cmpb.2023.107983.

Senchukova A., Suuronen J., Heikkinen J., Roininen L. “Geometry parameter estimation for sparse X-ray log imaging”, Journal of Mathematical Imaging and Vision, 2024, doi: https://doi.org/10.1007/s10851-023-01167-6.  

Senchukova A., Uribe F., Roininen L. “Bayesian inversion with Student’s t priors based on Gaussian scale mixtures”, Inverse Problems, 2024, doi: https://doi.org/10.1088/1361-6420/ad75af.

Sha M. K., De Mazière M., Notholt J., Blumenstock T., Bogaert P., Cardoen P., Chen H., Desmet F., García O., Griffith D. W. T., Hase F., Heikkinen P., Herkommer B., Hermans C., Jones N., Kivi R., et al. “Fiducial Reference Measurement for Greenhouse Gases (FRM4GHG)”, Remote Sens., 2024, doi: https://doi.org/10.3390/rs16183525.

Shekhar S., Hirvi P., Maria A., Kotilahti K., Tuulari J. J., Karlsson L., Karlsson H., Nissilä I. “Maternal prenatal depressive symptoms and child brain responses to affective touch at two years of age”, Journal of Affective Disorders, 2024, doi: https://doi.org/10.1016/j.jad.2024.03.092.

Slovak L., Panfilov E., Zahradnik D., Casula V., Nieminen M. T., Land W. M., Takehiro I., Reza A. “External focus of attention reduces cartilage load during drop landings”, Scandinavian Journal of Medicine & Science in Sports, 2024, doi: https://doi.org/10.1111/sms.14718.

Sofieva V. F., Rozanov A., Szelag M., Burrows J. P., Retscher C., Damadeo R., Degenstein D., Rieger L. A., Bourassa A. “CREST: a Climate Data Record of Stratospheric Aerosols”, Earth Syst. Sci. Data, 2024, doi: https://doi.org/10.5194/essd-16-5227-2024.

Sofieva V. F., Szelag M., Tamminen J., Fussen D., Bingen C., Vanhellemont F., Mateshvili N., Rozanov A., Pohl C. “Multi-wavelength dataset of aerosol extinction profiles retrieved from GOMOS stellar occultation measurements”, Atmos. Meas. Tech., 2024, doi: https://doi.org/10.5194/amt-17-3085-2024.

Sorokina H., Nunes M., Heiskanen J., Munyao M., Mwang’ombe J., Pellikka P., Raumonen P., Maeda E. “East African megafauna influence on vegetation structure permeates from landscape to tree level scales”, Ecological Informatics, 2024, doi: https://doi.org/10.1016/j.ecoinf.2023.102435.

Sturm E. et al. “The MICADO first light imager for the ELT: overview and current status”, Adaptive Optics Systems IX, 2024, doi: https://doi.org/10.1117/12.3017752.

Suhonen M., Pulkkinen A., Tarvainen T. “Single-stage approach for estimating optical parameters in spectral quantitative photoacoustic tomography.”, Journal of the Optical Society of America A, 41(3):527- 542, 2024. , 2024, doi: https://doi.org/10.1364/JOSAA.518768.

Surazynski L., Hassinen V., Nieminen M. T., Seppänen T., Myllylä T. “Real-Time Tissue Classification Us- ing a Novel Optical Needle Probe for Biopsy”, Applied Spectroscopy, 2024, doi: https://doi.org/10.1177/00037028241230568.

Söderholm S., Lahtinen J., Wolters C. H., Pursiainen S. “The effects of peeling on finite element method-based EEG source reconstruction”, Biomedical Signal Processing and Control, 2024, doi: https://doi.org/10.1016/j.bspc.2023.105695.

Tanyu D. N., Ning J., Hauptmann A., Jin B., Maass P. “Electrical impedance tomography: a fair com- parative study on deep learning and analytic-based approaches”, Data-driven Models in Inverse Problems, 2024, doi: https://doi.org/10.1515/9783111251233-013.

Tarvainen T., Cox B. “Quantitative photoacoustic tomography: modelling and inverse problems.”, Journal of Biomedical Optics, 29(S1): S11509, 2024, doi: https://doi.org/10.1117/1.JBO.29.S1.S11509.

Toivanen J., Paldanius A., Dekdouk B., Candiani V., Hänninen A., Savolainen T., Strbian D., Forss N., Hyvönen N., Hyttinen J., Kolehmainen V. “Simulation-based feasibility study of monitoring of intracerebral hemorrhages and detection of secondary hemorrhages using electrical impedance tomography”, Journal of Medical Imaging, 2024, doi: https://doi.org/10.1117/1.JMI.11.1.014502.

Tronarp F., Karvonen T. “Orthonormal expansions for translation-invariant kernels”, Journal of Approx- imation Theory, 2024, doi: https://doi.org/10.1016/j.jat.2024.106055.

Tsarsitalidou C., Hillers G., Giammarinaro B., Boué P., Stehly L., Campillo M. “Long Period Rayleigh Wave Focal Spot Imaging Applied to USArray Data”, J. Geophys. Res. Solid Earth, 2024, doi: https://doi.org/10.1029/2023JB027417.

Tuomainen T. V., Toljamo A., Kokko H., Nissi M. J. “Non-invasive assessment and visualization of Phy- tophthora cactorum infection in strawberry crowns using quantitative magnetic resonance imaging”, Sci- entific Reports, 2024, doi: https://doi.org/10.1038/s41598-024-52520-7.

Tuppurainen J., Paakkari P., Jäntti J., Nissinen M. T., Fugazzola M. C., van Weeren R., Ylisiurua S., Nieminen M. T., Kröger H., Snyder B. D., Joenathan A., Grinstaff M., Matikka H., Korhonen R. K., Mäkelä J. T. A. “Revealing Detailed Cartilage Function Through Nanoparticle Diffusion Imaging – A Computed Tomography & Finite Element Study”, Annals of Biomedical Engineering, 2024, doi: https://doi.org/10.1007/s10439-024-03552-7.  

Tyni T., Stinchcombe A. R., Alexakis S. “A boundary integral equation method for the complete electrode model in electrical impedance tomography with tests on experimental data”, SIAM J. Imag. Sci., 2024, doi: https://doi.org/10.1137/23M1585696.

Tóth F., Nissi M. J., Armstrong A. R., Buko E. O., Johnson C. P. “Epiphyseal Cartilage Vascular Ar- chitecture at the Distal Humeral Osteochondritis Dissecans Predilection Site in Juvenile Pigs”, Journal of Orthopaedic Research, 2024, doi: https://doi.org/10.1002/jor.25732.

Valverde J. M., Shatillo A., Tohka J. “Sauron u-net: Simple automated redundancy elimina- tion in medical image segmentation via filter pruning”, Neurocomputing 594:127817, 2024, doi: https://doi.org/10.1016/j.neucom.2024.127817.

Veijola K., Cohen J., Mäkynen M., Lemmetyinen J., Praks J., Cheng B. “X- and Ku-Band SAR Backscat- tering Signatures of Snow-Covered Lake Ice and Sea Ice”, Remote Sensing, 2024, doi: https://doi.org/10.3390/rs16020369.

von Witte G., Himmler A., Hyppönen V., Jäntti J., Albannay M. M., Moilanen J. O., Ernst M., Lehto V.-P., Riikonen J., Kozerke S., Kettunen M. I., Tamarov K. “Controlled synthesis and characterization of porous silicon nanoparticles for dynamic nuclear polarization”, Nanoscale 16(41):19385-19399, 2024, doi: https://doi.org/10.1039/D4NR02603A.

Voss A., Vänskä E., Weidmann D., Pulkkinen A., Seppänen A. “Multi-open-path laser dispersion spec- troscopy combined with Bayesian state estimation for localizing and quantifying methane emissions”, Atmospheric Environment: X 22:100260, 2024, doi: https://doi.org/10.1016/j.aeaoa.2024.100260.

Nyamsi W., Lindfors W., Lindfors A. “Detecting Clear-sky Periods from Photovoltaic Power Measure- ments”, Meteorological Applications, 2024, doi: https://doi.org/10.1002/met.2201.

Watt F. T., Hauptmann A., Mackle E. C., Zhan, E. Z., Beard P. C., Alles E. J. “Non-iterative model- based inversion for low channel-count optical ultrasound imaging”, The Journal of the Acoustical Society of America, 2024, doi: https://doi.org/10.1121/10.0034450.

Yang J., Jiang L., Lemmetyinen J., Luojus K. “A New Method to Simulate the Microwave Effective Snow Grain Size in the Northern Hemisphere Without Using Snow Depth Priors”, IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing, 2024, doi: https://doi.org/10.1109/JSTARS.2024.3441817.

Özdemir R., Lehtimäki K., Siitama E., Möttönen T., Haapasalo J., Järvenpää S., Eskola H., Peltola J. “High angular resolution diffusion-weighted imaging and higher order tractography of the white matter tracts in the anterior thalamic area: Insights into deep brain stimulation targeting”, Neuroimage Reports, 2024, doi: https://doi.org/10.1016/j.ynirp.2024.100210.

Publications intended for professional communities

Nieminen M. T., Brix M., Junttila J., Kettunen J., Mäkiniemi M., Reponen J. “Toisiolaki – uhka, ei mahdollisuus”, Duodecim, 140(9):715-7, 2024. https://www.duodecimlehti.fi/duo18125

Siltanen S. “Successes, Collaborations, and Forward Momentum for Inverse Problems in Finland.”, SIAM News, 57(10), 2024. https://www.siam.org/publications/siam-news/articles/successes-collaborations-and-forward-momentum-for-inverse-problems-in-finland/

Doctoral Dissertations

Arif, Muhammad Ziaul, Dual-modal electromagnetic tomography for two-phase flows, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5220-2  

Belay, Birhanu Assefa, Advances in Optical Imaging Techniques for In Vitro 3D Cell Culture and Mechanotransduction Studies, PhD thesis, Tampere University 2024. https://urn.fi/URN:ISBN:978-952-03-3697-4  

Forouzandehmehr, Mohamadamin, Mathematical Modeling of Cardiomyocytes Pathophysiology and Biomechanics, PhD thesis, Tampere University, 2024. https://urn.fi/URN:ISBN:978-952-03-3303-4

Härkönen, Teemu, Sequential Monte Carlo and stochastic processes in spectroscopy, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-086-9

Imani, Vandad, Machine learning for early diagnosis of brain disorders based on multimodal data: applications for dementia, Publications of the University of Eastern Finland. Dissertations in Health Sciences, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5184-7

Kauppi, Anu, Bayesian Model Selection, Averaging and Discrepancy in Satellite Remote Sensing of Atmospheric Constituents, FMI Contributions, PhD thesis, University of Helsinki, 2024. http://hdl.handle.net/10138/575947

Koponen, Eero, Background-oriented schlieren imaging for measuring ultrasound fields, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5174-8  

Kykkänen, Antti, Geodesic X-ray Transforms in Non-smooth Riemannian Geometries, JYU Dissertations, PhD thesis, University of Jyväskylä, 2024. https://urn.fi/URN:ISBN:978-952-86-0233-0

Lehtovirta, Sami, Utility of quantitative magnetic resonance imaging for articular cartilage assessment in clinical scenarios, Acta Universitatis Ouluensis. Series D, Medica, PhD thesis, University of Oulu, 2024. https://urn.fi/URN:NBN:fi:oulu-202312203973

Mirmojarabian, Seyed Amir, Novel magnetic resonance imaging applications utilizing rotating frame relaxations, Acta Universitatis Ouluensis. Series D, Medica, PhD thesis, University of Oulu, 2024. https://urn.fi/URN:ISBN:9789526236964

Nurminen, Janne, Inverse problems for the minimal surface equation and semilinear elliptic partial differential equations, JYU Dissertations, PhD thesis, University of Jyväskylä, 2024. https://urn.fi/URN:ISBN:978-952-86-0159-3

Pala, Swetha, Magnetic resonance imaging of articular cartilage in osteoarthritis: studies on robustness and acceleration of quantitative imaging, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5272-1

Puska, Juha-Pekka, Bayesian Optimal Experimental Design in Imaging, PhD thesis, Aalto University, 2024. https://urn.fi/URN:ISBN:978-952-64-1609-0

Rwema, Michel, Statistical analysis of climate variability in Rwanda, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-186-6

Senchukova, Angelina, Flexible priors for rough feature reconstruction in Bayesian inversion, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-118-7  

Virta, Riina, Gamma tomography of spent nuclear fuel for geological repository safeguards, PhD thesis, University of Helsinki, 2024. http://hdl.handle.net/10138/575149

Yusuf, Yusuf Oluwatoki, Pathways to Robust Tomographic Full-Wave Radar Imaging of Small Solar System Bodies’ Interior, PhD thesis, Tampere University, 2024. https://urn.fi/URN:ISBN:978-952-03-3652-3

Peer-reviewed scientific articles

Aalto T., Tsuruta A., Mäkelä J., Müller J., Tenkanen M., Burke E., Chadburn S., Gao Y., Mannisenaho V., Kleinen T., Lee H., Leppänen A., Markkanen T., Materia S., Miller P. A., Peano D., Peltola O., Poulter B., Raivonen M., Saunois M., Wårlind D., Zaehle S. “Air temperature and precipitation constraining the modelled wetland methane emissions in a boreal region in northern Europe”, Biogeosciences, 2025, doi: 10.5194/bg-22-323-2025.

Aarnio A., Nykänen O., Kolehmainen V., Nissi M. J. “Compressed sensing acceleration of radial 3-D alternating Look-Locker T1 mapping”, Magnetic Resonance in Medicine, 2025, doi: 10.1002/mrm.30610.

Abdollahzadeh A., Coronado-Leija R., Lee HH., Sierra A., Fieremans E., Novikov DS. “Scattering approach to diffusion quantifies axonal damage in brain injury”, Nature Communications, 2025, doi: 10.1038/s41467- 025-64793-1.

Abhishake, Helin T., Mücke N. “Statistical inverse learning problems with random observations”, Data- driven Models in Inverse Problems, Radon Series on Computational and Applied Mathematics, 2025, doi: https://doi.org/10.1515/9783111251233-006.

Aduwenye P., Nutakor C., Roininen L., Sopanen J. “Parameter-Based Transfer Learning for Bearing Fault Diagnosis Using Small Samples Under Variable Working Conditions”, IEEE Access, 2025, doi: 10.1109/AC- CESS.2025.3548549.

Agnelli J., Moura F., Rautio S., Alsaker M., Murthy R., Lassas M., Siltanen S. “Stroke classification using virtual hybrid edge detection from in silico electrical impedance tomography data”, Inverse Problems and Imaging, 2025, doi: https://doi.org/10.3934/ipi.2025059.

Akbari S., Parihar V. S., Hannula M., Hyttinen J., Kellomäki M. “Synthesis of porous and elas- tic composites functionalized with gold nanoparticles”, Materials Today Communications, 2025, doi: https://doi.org/10.1016/j.mtcomm.2025.114007.

Ala-Salomäki H., van Vliet M., Kujala J., Roine T., Liljeström M., Salmelin R. “Test-retest reliability of MEG functional brain connectivity related to language production: Behavioral, functional, and structural underpinnings of reliable connectivity”, Imaging Neuroscience, 2025, doi: 10.1162/imag_a_00550.

Alexakis S., Feizmohammadi A., Oksanen L. “Lorentzian Calderón problem near the Minkowski geometry”, J. Eur. Math. Soc. (JEMS), 2025, doi: https://doi.org/10.4171/jems/1440.

Alsaker M., Rautio S., Moura F., Agnelli JP., Murthy R., Lassas M., Mueller JL., Siltanen S. “CT scans without X-rays: parallel-beam imaging from nonlinear current flows.”, Applied Mathematics for Modern Challenges, 2025, doi: 10.3934/ammc.2025009.

Aro O.-P., Casula V., Hänninen N. E., Karjalainen J., Nissi M. J., Nieminen M. T., Henschel H. “Effects of collagen and chondroitin sulfate on relaxation at multiple magnetic field strengths.”, Heliyon, 2025, doi: 10.1016/j.heliyon.2025.e41854.

Arosio C., Sofieva V., Orfanoz-Cheuquelaf A., Rozanov A., Heue K.-P., Loyola D., Malina E., Stauffer R. M., Tarasick D., Van Malderen R., Ziemke J. R., Weber M. “Intercomparison of tropospheric ozone column datasets from combined nadir and limb satellite observations”, Atmos. Meas. Tech., 2025, doi: 10.5194/amt-18-3247-2025.

Arseniou G., MacFarlane D.W., Raumonen P. “A new approach for quantification of total above-ground heartwood and sapwood volume of trees”, Trees, 2025, doi: https://doi.org/10.1007/s00468-024-02597-4.

Autio A., Garde H., Hirvensalo M., Hyvönen N. “Linearization-based Direct Reconstruction for Eit Using Triangular Zernike Decompositions”, Inverse Problems and Imaging, 2025, doi: 10.3934/ipi.2024040.

Autio A., Hannukainen A. “A subspace method based on the Neumann series for the solution of parametric linear systems”, Computers and Mathematics with Applications, 2025, doi: 10.1016/j.camwa.2024.11.019.

Autti S., Hirvi P., Keitaanniemi M., Mustaniemi H., Kotilahti K., Renvall H., Nissilä I. “Simultaneously Acquired Magnetoencephalography and Diffuse Optical Tomography Data Reveals Correlated Somatosensory Activity”, Human Brain Mapping, 2025, doi: 10.1002/hbm.70293.

Ayazpour Z., et al., incl. Kivi R. “Aura ozone monitoring instrument (OMI) Collection 4 formaldehyde products”, Earth and Space Science, 2025, doi: 10.1029/2024EA003792.

Añel J. A., Cnossen I., Antuña-Marrero J. C., Beig G., Brown M. K., Doornbos E., Osprey S., Mutschler S. M., Souto C. P., Šácha P., Sofieva V., de la Torre L., Zhang S.-R., Mlynczak, M. G. “The Need for Better Monitoring of Climate Change in the Middle and Upper Atmosphere”, AGU Advances, 2025, doi: 10.1029/2024AV001465.

Bartsch A., Gay B.A., Schuttemeyer D., Malina E., Miner K., Grosse G., Fix A., Tamminen J., Bösch H., Parker R.J., Rautiainen K., Hashemi J., Miller C.E. “Advancing the Arctic Methane Permafrost Challenge (AMPAC) With Future Satellite Missions”, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, https://doi.org/10.1109/JSTARS.2025.3538897.

Bartsch A., Muri X., Hetzenecker M., Rautiainen K., Bergstedt H., Wuite J., Nagler T., Nicolsky D. “Benchmarking passive-microwave-satellite-derived freeze–thaw datasets”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-459-2025.  

Bartsch A., Tanguy R., Bergstedt H., von Baeckmann C., Tømmervik H., Macias-Fauria M., Lemmetyinen J., Rautiainen K., Gruber C., Forbes B. C. “Similarities between sea ice area variations and satellite-derived terrestrial biosphere and cryosphere parameters across the Arctic”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-4929-2025.

Bazahica L., Kaarnioja V., Roininen L. “Uncertainty quantification for electrical impedance tomography using quasi-Monte Carlo methods”, Inverse Problems, 2025, https://doi.org/10.1088/1361-6420/add6d0.

Belenguer-Llorens A., Sevilla-Salcedo C., Tohka J., Gómez-Verdejo V. “Unified Bayesian representation for high-dimensional multi-modal biomedical data for small-sample classification”, Engineering Applications of Artificial Intelligence, 2025, doi: https://doi.org/10.1016/j.engappai.2025.111887.

Biguri A., Mukherjee S., Zhao X., Liu X., Wang X., Yang R., Du Y., Peng Y., Brudfors M., Graham M., Ryu H., Kutter O., Hauptmann A., Al-Rubaye M., Nieminen M. T., Brix M. A. K., Yunker A., Kettimuthu R., Roeske J. C., Alavala S., Gorthi S., Schönlieb C.-B. “Advancing the Frontiers of Deep Learning for Low-Dose 3D Cone-Beam CT Reconstruction”, IEEE Open Journal of Signal Processing, 2025, doi: https://doi.org/10.1109/OJSP.2025.3593189.

Bisch J., Hirvensalo M., Hyvönen, N. “Continuity of the linearized forward map of electrical impedance tomography from square-integrable perturbations to Hilbert-Schmidt operators”, SIAM Journal on Mathematical Analysis, 2025, https://doi.org/10.1137/24M1703136.

Brander O., Lehtinen M., Basnyat P., Lähde N., Ruuhonen S., Lehtimäki K., Sarkanen T., Peltola J. “Exploring the Interplay between Depressive Symptoms and Seizure Outcomes: A Single-Centre Study of Drug-Resistant Epilepsy Patients treated with Vagus Nerve Stimulation.”, Epilepsy and Behavior, 2025, https://doi.org/10.1016/j.yebeh.2025.110499.

Briol F-X., Gessner A., Karvonen T., Mahsereci M. “A dictionary of closed-form kernel mean embeddings”, 1st International Conference on Probabilistic Numerics, 2025. https://proceedings.mlr.press/v271/briol25a.html

Brodylo D., Bosche L.V., Busby R.R., Deeb E.J., Douglas T.A., Lemmetyinen J. “Object-based ensemble estimation of snow depth and snow water equivalent over multiple months in Sodankylä, Finland”, The Cryosphere, 2025, https://doi.org/10.5194/tc-19-6127-2025.

Bubba T., Heikkilä T., Labate D., Ratti L. “Regularization with Optimal Space-Time Priors”, SIAM Journal on Imaging Sciences, 2025, https://doi.org/10.1137/24M1661923.

Burago D., Ivanov S., Lassas M., Lu J. “Quantitative stability of the Gel’fand inverse boundary problem”, Analysis & PDE, 2025, https://doi.org/10.2140/apde.2025.18.963.

Burman E., Oksanen L., Zhao Z. “Computational unique continuation with finite dimensional Neumann trace”, SIAM J. Numer. Anal., 2025, https://doi.org/10.1137/24M164080X.

Burman E., Lu M., Oksanen L. “Solving the unique continuation problem for Schrödinger equations with low regularity solutions using a stabilized finite element method”, ESAIM: Mathematical Modelling and Numerical Analysis, 2025, https://doi.org/10.1051/m2an/2025060.

Burman E., Nechita M., Oksanen L. “Optimal approximation of unique continuation”, Foundations of Computational Mathematics, 2025, https://doi.org/10.1007/s10208-024-09655-w.

Cai X., Gu X., Silm S., Hadachi A., Jin T., Witlox F. “Differences in bike-sharing usage and its associa- tions with station-surrounding characteristics: a multi-group analysis using machine learning techniques.”, Journal of Transport Geography, 2025, https://doi.org/10.1016/j.jtrangeo.2025.104201.

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Garde H., Hirvensalo M. “Linearized Calderón Problem: Reconstruction of Unbounded Perturbations in Three Dimensions”, SIAM Journal on Applied Mathematics, 2025, https://doi.org/10.1137/24M1649162.

Gardemeister L., Liikkanen J., Meriläinen A., Kosonen A., Ruusunen J., Lindfors A. V., At- laskin E., Ahola J. “Spatial optimization of solar PV and wind power capacity in Finland and correlation analysis”, International Journal of Electrical Power & Energy Systems, 2025, https://doi.org/10.1016/j.ijepes.2025.111386.

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Hakkarainen J., Purisha Z., Sabater N., Szelag M., Siltanen S., Solonen A. “Iterative Filtering and Smoothing with Optical Flow Prediction Models”, SIAM Journal on Imaging Sciences, 2025, https://doi.org/10.1137/24M1689120.

Hakkarainen J., Ialongo I., Varon D. J., Kuhlmann G., Krol M. C. “Linear Integrated Mass Enhancement: A method for estimating hotspot emission rates from space-based plume observations”, Remote Sensing of Environment, 2025, https://doi.org/10.1016/j.rse.2025.114623.

Hakkarainen J., Ialongo I., Oda T., Crisp D. “A Robust Method for Calculating Carbon Dioxide Emissions from Cities and Power Stations Using OCO-2 and S5P/TROPOMI Observations”, Journal of Geophysical Research: Atmospheres, 2025, https://doi.org/10.1029/2025JD043358.

Hakula H., Rasila A. “Laplace–Beltrami Equations and Numerical Conformal Mappings on Surfaces”, SIAM Journal on Scientific Computing, 2025, https://doi.org/10.1137/24M1656840.

Hakula H., Nasser M., Vuorinen M. “Constrained maximization of conformal capacity”, Computers and Mathematics with Applications, 2025, https://doi.org/10.1016/j.camwa.2025.05.021.

Hamilton S. J., Muller P. A., Kolehmainen V., Toivanen J. “Fast 3D Partial Boundary Data EIT Recon- structions using Direct Inversion CGO-based Methods”, IEEE Transactions on Biomedical Engineering, 2025, https://doi.org/10.1109/TBME.2025.3633560.

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Harkki J, Tuovinen P, Jousmäk, V, Barreto G, Rapeli P, Palomäki J, Annevirta J, Puisto A-H, McGlone F, Nieminen H, Alho H. “CT-optimal touch modulates alcohol-cue-elicited heart rate variability in Alco- hol Use Disorder patients during early abstinence: a randomized controlled study”, Alcohol, 2025, https://doi.org/10.1016/j.alcohol.2024.11.004.

Hase F., Castracane P., Dehn A., García O. E., Griffith D. W. T., Heizmann L., Jones N. B., Karppinen T., Kivi R., de Maziere M., Notholt J., Sha M. K. “Implementation and application of an improved phase spectrum determination scheme for Fourier transform spectrometry”, Atmos. Meas. Tech., 2025, https://doi.org/10.5194/amt-18-1257-2025.

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Hausmann A., Väisänen T. L. A., Toivonen T., Cortés-Capano G. “Climate and biodiversity percep- tions amid the European energy crisis: shifting social media narratives”, Sustainability Science, 2025, https://doi.org/10.1007/s11625-025-01639-1.

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Holmberg M., Lemmetyinen J., Richaume P., Colliander A., Kontu A., Tamminen J. “Bayesian Time Series Approach and Its Application to Retrieve Ground and Vegetation Variables From L-Band Passive Microwave Remote Sensing”, IEEE Transactions on Geoscience and Remote Sensing, 2025, https://doi.org/10.1109/TGRS.2025.3585275.

Hooghiem J.J.D., Gromov S., Kivi R., Popa M.E., Röckmann T., Chen H. “Isotopic source signatures of stratospheric CO inferred from in situ vertical profiles”, npj Climate Atmospheric Science, 2025, https://doi.org/10.1038/s41612-025-00986-1.

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Hänninen N.E., Stavenuiter I., Nykänen O., Nissi M.J. “Correlations of T1ρ With Properties of Articular Cartilage Depend on the Spin-Lock Amplitude and Orientation of the Sample”, Journal of Orthopaedic Research, 2025, https://doi.org/10.1002/jor.26094.

Hänninen H., Kykkänen A., Schlüter H. “Reconstruction of the dipole amplitude in the dipole picture as a mathematical inverse problem”, Physical Review D, 2025, https://doi.org/10.1103/7fhf-7fp4.

Höltershinken M. B., Lange P., Erdbrügger T., Buschermöhle Y., Wallois F., Buyx A., Pursiainen S., Vorwerk J., Engwer C., Wolters C. H. “The Local Subtraction Approach for EEG and MEG Forward Modeling”, SIAM Journal on Scientific Computing, 2025, https://doi.org/10.1137/23M1582874.

Ialongo I., Virta H., Hakkarainen H., Özcan C., Ranta M., Zieleniewski S. “Unveiling Nitrogen Oxide Emissions from Open-Pit Copper Mines through Satellite Observations”, Environmental Research Letters, 2025, doi: 10.1088/1748-9326/adb767.

Ibrahim N., Vilimek D., Uchytil J., Casula V., Jandacka D., Nieminen M., Panfilov E. “Automatic Segmentation of Knee Cartilage from T2 Images: Added Value of Transformer Model and T2 Maps”, OARSI 2025 World Congress, 2025, https://doi.org/10.1016/j.joca.2025.02.132.

Ilmavirta J., Kykkänen A., Lassas M., Saksala T., Shedlock A. “Lipschitz Stability of Travel Time Data”, The Journal of Geometric Analysis, 2025, https://doi.org/10.1007/s12220-025-02084-3.

Ilmavirta J., Lassas M., Lu J., Oksanen L., Ylinen L. “Quantum computing algorithms for inverse problems on graphs and an NP-complete inverse problem”, Inverse Problems and Imaging, 2025, https://doi.org/10.3934/ipi.2024049.

Ilmavirta J., Kykkänen A., Saksala T. “The elastic ray transform”, Inverse Problems, 2025, https://doi.org/10.1088/1361-6420/ae0152.

Ilmavirta J., Schlüter H. “Gauge freedoms in the anisotropic elastic Dirichlet-to-Neumann map”, Inverse Problems and Imaging, 2025, https://doi.org/10.3934/ipi.2024055.

Ilmavirta J., Kow P.-Z., Sahoo S. K. “Unique continuation for the momentum ray transform”, Journal of Fourier Analysis and Applications, 2025, https://doi.org/10.1007/s00041-025-10149-8.

Jalkanen J., Vierikko K., Kujala H., Kivistö I., Kohonen I., Lehtinen P., Toivonen T., Virta- nen E., Moilanen A. “Identifying priority urban green areas for biodiversity conservation and equi- table recreational accessibility using spatial prioritization”, Landscape and Urban Planning, 2025, https://doi.org/10.1016/j.landurbplan.2025.105356.

Jathar S.R. , Kar M., Krishnan V.P., Pattar R.R. “Weighted divergent beam transform: reconstruction, unique continuation and stability”, Inverse Problems, 2025, doi: https://doi.org/10.1088/1361-6420/adffa.

Jathar S.R., Railo J. “Inverse problems for twisted geodesic flows”, Trends in Mathematics, 2025, https://doi.org/10.1007/978-3-031-87213-6_8.

Jathar S.R., Railo J. “Survey on broken ray transforms”, Trends in Mathematics, 2025, https://doi.org/10.1007/978-3-031-87213-6_7. 

Jokela N., Liimatainen T., Sarkkinen M., Tzou L. “Bulk metric reconstruction from entanglement data via minimal surface area variations”, Journal of High Energy Physics, 2025, https://doi.org/10.1007/JHEP10(2025)079.

Jorry V., Duma Z.-S., Sihvonen T., Reinikainen S.-P., Roininen L. “Statistical batch-based bearing fault detection”, Journal of Mathematics in Industry, 2025, https://doi.org/10.1186/s13362-025-00169-w.

Juvonen M., Jensen B., Pohjola I., Dong Y., Siltanen S. “Dual-grid parameter choice method with applica- tion to image deblurring”, Applied Mathematics for Modern Challenges, 2025, https://doi.org/10.3934/ammc.2025011.

Jääskeläinen A., Toivanen J., Hänninen A., Kolehmainen V., Hyvönen N. “Projection-Based Preprocessing for Electrical Impedance Tomography to Reduce the Effect of Electrode Contacts”, Siam Journal on Imaging Sciences, 2025, doi: https://doi.org/10.1137/24M1719517.

Karasov O., Järv O. “Mapping activity locations of people from social media data enriched with time- use and satellite data: the case of cross-border commuting to Luxembourg”, International Journal of Geographical Information Science, 2025, https://doi.org/10.1080/13658816.2025.2557969.

Karasov O., Uuemaa E., Järv O., Kuffer M., Tammaru T. “Predicting Household Income with Sentinel and Street View Imagery: A Comparative Study across Amsterdam, Sydney, and New York”, International Journal of Applied Earth Observation and Geoinformation, 2025, https://doi.org/10.1016/j.jag.2025.104828.

Karvonen T., Cirak F., Girolami M. “Error analysis for a statistical finite element method”, Journal of Multivariate Analysis, 2025, https://doi.org/10.1016/j.jmva.2025.105468.

Karvonen T., Suzuki Y. “Approximation in Hilbert spaces of the Gaussian and related analytic kernels”, IMA Journal of Numerical Analysis, 2025, https://doi.org/10.1093/imanum/draf050.

Kauppinen R.A., Paasonen E., Thotland J., Könönen M., Pisharady P., Lenglet C., Hakumäki J.M., Gröhn O.H.J., Garwood M. “Fiber orientation-dependent T1 angular features in human white matter at 1.5 T, 3 T, and 7 T.”, Magn Reson Med, 2025, https://doi.org/10.1002/mrm.70009.

Kazarnikov A., Ray N., Haario H., Lappalainen J., Rupp A. “Parameter estimation for cellular automata”, Japanese Journal for Statistics and Data Science, 2025, https://doi.org/10.1007/s42081-024-00283-w.

Kazarnikov A., Scheichel R., Epstein I., Haario H., Marziniak-Czochra A. “Statistical parameter identi- fication of mixed-mode patterns from a single experimental snapshot”, Journal of Computational Physics, 2025, https://doi.org/10.1016/j.jcp.2025.114384.

Keppens A., Hubert D., Granville J., Nath O., Lambert J.-C., Wespes C., Coheur P.-F., Clerbaux C., Boynard A., Siddans R., Latter B., Kerridge B., Di Pede S., Veefkind P., Cuesta J., Dufour G., Heue K.-P., Coldewey-Egbers M., Loyola D., Orfanoz-Cheuquelaf A., Maratt Satheesan S., Eichmann K.-U., Rozanov A., Sofieva V. F., Ziemke J. R., Inness A., Van Malderen R., Hoffmann L. “Harmonisation of sixteen tropospheric ozone satellite data records”, Atmos. Meas. Tech., 2025, https://doi.org/10.5194/amt-18-6893-2025.

Kivimäki E., Tenkanen M., Aalto T., Buchwitz M., Luojus K., Pulliainen J., Rautiainen K., Schneising O., Sundström A.-M., Tamminen J., Tsuruta A., Lindqvist H. “Environmental drivers constraining the seasonal variability in satellite-observed and modelled methane at northern high latitudes”, Biogeosciences, 2025, https://doi.org/10.5194/bg-22-5193-2025.

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Knuus K., Nguyen M., Hannula M., Hassan J., Otala M., Tuuri T., Lundin K., Lahtinen A., Damdi- mopoulou P., Hyttinen J., Jahnukainen K. “Micro-CT and machine learning: a high-throughput alternative to histology for follicle reserve assessment in cryopreserved ovarian tissue”, Journal of Ovarian Research, 2025, https://doi.org/10.1186/s13048-025-01897-8.

Koivu A., van Gils M., Ahola A., Aalto-Setälä K., Hyttinen J. “Digitaalisen kaksosteknologian hyödyntämi- nen terveydenhuollossa: Hyödyt ja vaikutukset hypertrofisen kardiomyopatian tapaustutkimuksen valossa”, Finnish Journal of eHealth and eWelfare, 2025, doi: https://doi.org/10.23996/fjhw.154831.

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Konola V., Parkkari J., Multanen J., Nikander R., Rantalainen T., Vesanto J., Pekkala S., Kalaja M., Ihalainen J.K., Benjamin W., Munukka M., Kautiainen H., Casula V., Paloneva J., Vasankari T., Peuna A., Saarakkala S., Nieminen M.T., Heinonen A. “Effects of a multicomponent exercise regimen on subchondral bone and cartilage in postmenopausal women with knee osteoarthritis: study protocol for a randomized controlled trial.”, Trials, 2025, https://doi.org/10.1186/s13063-025-08928-1.

Korpi R.M., Ahola S., Behrouz G., Lammentausta E., Karhula S.S., Saarakkala S., Rieppo L., Finnilä M., Stapf S., Rosenholm J., Sequieros R.B., Nieminen M.T., Telkki V.V. “Usability of Amorphous Man- ganese Oxide for Assessing the Proteoglycan Content in Articular Cartilage”, Magn Reson Chem, 2025, https://doi.org/10.1002/mrc.70057.

Korpilo S., Hasanzadeh K., Klein R., Willberg E., Taylor R. D., Müürisepp K., Olafsson A. S., Toivonen T. “Green and blue spaces matter for active mobility: Results from mapping per- ceived environmental exposure in five European cities”, Urban Forestry & Urban Greening, 2025, doi: https://doi.org/10.1016/j.ufug.2025.129088.

Korpilo S., Willberg E., Müürisepp K., Klein R., Taylor R. D., Torkko J., Hasanzadeh K., Toivonen T. “Restoring nature, enhancing active mobility: The role of street greenery in the EU’s 2024 restoration law”, Ambio, 2025, doi: https://doi.org/10.1007/s13280-025-02178-w.

Korte-Stappf M., Karvonen T., Moulines E. “Smoothness estimation for Whittle-Matérn pro- cesses on closed Riemannian manifolds”, Stochastic Processes and Their Applications, 2025, https://doi.org/10.1016/j.spa.2025.104685.

Kostov K., Kostov H., Larsson H., Henning O., Egge A., Lossius M., Peltola J. “Turning up the current – optimizing stimulation parameters with vagus nerve stimulation in a nationwide Norwegian cohort (The NOR-current study).”, Brain Stimulation, 2025, doi: https://doi.org/10.1016/j.brs.2025.06.016.

Kukkurainen A., Lipponen A., Sabater N., Arola A., Kolehmainen V. “Simulation study on improving spectrally-resolved solar-induced fluorescence satellite retrievals under uncertain atmospheric states”, IEEE Transactions on Geoscience and Remote Sensing, 2025, doi: https://doi.org/10.1109/TGRS.2025.3590496.

Kukkurainen A., Mikkonen A., Arola A., Lipponen A., Kolehmainen V., Sabater N. “HAPI2LIBIS (v1.0): A new tool for flexible high-resolution radiative transfer computations with libRadtran (version 2.0.5)”, Geoscientific Model Development, 2025, doi: https://doi.org/10.5194/gmd-18-7529-2025.

Kuusela P., Pourghaz M., Seppänen A. “Reconstruction of admittivity distribution without phase mea- surements in multi-frequency electrical impedance tomography (MFEIT)”, Measurement Science and Tech- nology, 2025, doi: https://www.doi.org/10.1088/1361-6501/adb86d.

Kyyriäinen J., Della Pietra A., Torkamani-Azar M., Gómez-Budia M., Abushik P., Novosolova N., Eronen H., Narvaez O., Paasonen E., Lezhneva V., Pelkonen A., Saveleva L., Huotarinen A., Belevich I., Jokitalo E., Kuopio Epilepsy Center Epilepsy Surgery Group, Jutila L., Rauramaa T., Immonen A., Leinonen V., Tohka J., Gröhn O., Kälviäinen R., Malm T., Sierra A. “Multimodal approach to characterize surgically removed epileptogenic zone from patients with focal drug-resistant epilepsy: From operating room to wet lab.”, Epilepsia Open, 2025, doi: https://doi.org/10.1002/epi4.70174.

Laakso H., Wu L., Ponticorvo S., Salo R.A., Paasonen J., Paasonen E., Kettunen M., Lagore R.L., DeLabarre L., Polcyn E., Adriany G., Istúriz J., Koski D.M., Idiyatullin D., Gröhn O., Mangia S., Michaeli S. “Simultaneous zero echo time fMRI of rat brain and spinal cord”, Magn Reson Med, 2025, doi: https://doi.org/10.1002/mrm.30633.

Laitinen A., Aaltonen H., Zellweger C., Tsuruta A., Aalto T., Hatakka J. “Long-term observations of atmospheric CO2 and CH4 trends and comparison of two measurement systems at Pallas-Sammaltunturi station in Northern Finland”, Atmos. Meas. Tech., 2025, doi: https://doi.org/10.5194/amt-18-3109-2025.

Langerock B., De Maziere M., Desmet F., Heikkinen P., Kivi R., Kumar Sha M., Vigouroux C., Zhou M., Darbha G. K., Talib M. “Robustness of atmospheric trace gas retrievals obtained from low-spectral- resolution Fourier transform infrared absorption spectra under variations of interferogram length”, Atmos. Meas. Tech., 2025, doi: https://doi.org/10.5194/amt-18-2439-2025.

Lassas M., Liimatainen T., Potenciano-Machado L., Tyni T. “Stability and Lorentzian geom- etry for an inverse problem of a semi-linear wave equation”, Analysis and PDE, 2025, doi: https://doi.org/10.2140/apde.2025.18.1065.

Lassas M., Oksanen L., Sahoo S., Salo M., Tetlow A. “Coefficient Determination for Nonlin- ear Schrödinger Equations on Manifolds”, SIAM Journal on Mathematical Analysis, 2025, doi: https://doi.org/10.1137/24M1704257.

Lehtinen P., Stenroos P., Salo R., Koivisto H., Virtanen S., Laakso H., Tanila H., Domanskyi A., Gröhn O., Stenfors C. “Functional MRI following sensory stimulation in rat monosodium iodoac- etate model of osteoarthritis pain as a tool for drug therapy discovery.”, Neuroimage, 2025, doi: https://doi.org/10.1016/j.neuroimage.2025.121670.

Leppämäki T. J. J., Heikinheimo V., Eklund J., Hausmann A., Toivonen T. “The rise and fall of the social media platform Flickr: Implications for nature recreation research”, Journal of Outdoor Recreation and Tourism, 2025, doi: https://doi.org/10.1016/j.jort.2025.100880.

Leskinen H.P.P., Tuppurainen J., Jäntti J., Mäkelä J.T.A., Nippolainen E., Afara I.O., Töyräs J., Nykänen O., Nissi M.J. “Orientation-Independent T2 Mapping Enhances MRI-Based Cartilage Characterization”, Annals of Biomedical Engineering, 2025, doi: https://doi.org/10.1007/s10439-025-03774-3.

Li Y., Casula V., Karjalainen J., Nissi M., Liimatainen T. “Quantitative magnetic resonance imaging of the atrioventricular conduction axis based on the rotating-frame relaxation maps: Comparison with T2, T1, and magnetization transfer”, Heart Rhythm, 2025, doi: https://doi.org/10.1016/j.hrthm.2025.06.040.

Li Y., Casula V., Huhta T., Mailhiot S., Tolkkinen K., Karjalainen J., Liimatainen T. “Rotating Frame Relaxation Time Mapping for the Visualization of the Sinoatrial Node Without Contrast Agent.”, NMR in Biomedicine, 2025, doi: https://doi.org/10.1002/nbm.70083.

Lin Y.H., Tyni T. Zimmermann P. “Optimal Runge approximation for nonlocal wave equations and unique determination of polyhomogeneous nonlinearities.”, Calculus of Variations and Partial Differential Equations, 2025, doi: https://doi.org/10.1007/s00526-025-03124-0.

Lioumis P., Autti S., Aydogan D. B., Grano I., Gogulski J., Liljeström M., Renvall H., Ukharova E., Vaalto S., Ilmoniemi R. “Network engagement prior to brain stimulation: current state and future vision”, Brain Stimulation, 2025, doi: https://doi.org/10.1016/j.brs.2024.12.171.

Lähivaara T., Hall W., Malinen M., Ota D., Shankar V., Monk P. “UWVF: A Trefftz numerical method for Maxwell’s equations.”, in More Adventures in Contemporary Electromagnetic Theory, Springer, 2025, doi: https://doi.org/10.1007/978-3-031-83131-7_16.

Maeda E., Brede B., Calders K., Disney M., Herold M., Lines E. R., Nunes M., Raumonen P., Saarinen N., Starck I., Su Y., Terschanski J., Terryn L. “Expanding Forest Research with Terrestrial LiDAR Technology”, Nature Communications, 2025, doi: https://doi.org/10.1038/s41467-025-63946-6.

Malekzadeh M., Ha H. J., Sila-Nowicka K., Brum-Bastos V., Lee J., Demšar U., Long J. A. “How can we make GPS tracking studies more open, reproducible, and collaborative? A vision for the OpenGPS platform”, Data in Brief, 2025, doi: https://doi.org/10.1016/j.dib.2025.111603.

Malekzadeh M., Smith L., Reuschke D., Farber S., Long J. A. “Urban mobility and carbon emissions: Decoding the influence of sociodemographic factors, trip-level built environment, and travel behaviour of workers in three UK cities”, Cities, 2025, doi: https://doi.org/10.1016/j.cities.2025.106321.

Malekzadeh M., Willberg E., Torkko J., Toivonen T. “Urban attractiveness according to Chat- GPT: Contrasting AI and human insights”, Computers, Environment and Urban Systems, 2025, doi: https://doi.org/10.1016/j.compenvurbsys.2024.102243.

Maltanava H., Belko N., Tamarov K., Kinnunen N.M., Nevalainen P., Zalieckas M., Karpicz R., Koshevoy I., Semenov D., Suvanto S., Malykhin S., Lehto V.-P., Kuzhir P. “Eco-friendly preparation of titanium dioxide/carbon nitride nanocomposites for photoelectrocatalytic applications”, Nanoscale Advances, 2025, doi: https://doi.org/10.1039/D5NA00478K.

Malus J., Casula V., Urbaczka J., Vilimek D., Nieminen M., Hamill J., Horka V., Rygelova M., Uchytil J. “Effect of Different Footwear on the Knee Joint: Biomechanical Analysis and Acute T2 Relaxation Time Changes After Walking in Minimalistic and Neutral Footwear”, Orthop J Sports Med, 2025, doi: https://doi.org/10.1177/23259671251346985.

Mangia S., Michaeli S., Gröhn O. “Outlook on zero/ultrashort echo time techniques in functional MRI.”, Magn Reson Med., 2025, doi: https://doi.org/10.1002/mrm.70065.

Masso A., Puura A., Gerassimenko J., Järv O. “Using gamification to engage citizens in micro-mobility data sharing”, Data in Brief,, 2025, doi: https://doi.org/10.1016/j.dib.2025.111676.

Mathiyalagan R., Westerlund M., Mahran A., Altunay R., Suuronen J., Palo M., Nyman J. O., Immonen E., Rosenholm J. M., Monaco E., Wang X. “3D printing of tailored veterinary dual- release tablets: a semi-solid extrusion approach for metoclopramide”, RSC Pharmaceutics, 2025, doi: https://doi.org/10.1039/D4PM00322E.

Mattila H., Satomaa A.L., Lehtimäki K., Hyttinen J., Himanen S.L., Peltola J. “A method for analyzing the ERP associated with high frequency ANT DBS offset”, Comput Struc Biotechnology J, 2025, https://doi.org/10.1016/j.csbj.2025.09.042.

Mavrovic A., Sonnentag O., Voigt C., Lemmetyinen J., Aurela M., Roy A. “Winter Methane Fluxes Over Boreal and Arctic Environments”, Geophysical Research Letters, 2025, doi: https://doi.org/10.1029/2025GL118367.

McGee E., Strong K., Walker K. A., Whaley C., Kivi R., Notholt J. et al. “Evaluation of modeled carbon monoxide and methane columns in the high Arctic using TCCON measurements”, Journal of Geophysical Research: Atmospheres, 2025, doi: https://doi.org/10.1029/2025JD043489.

Mchwampaka J. P., Amadi M., Mbare N. S. “Modeling the impact of antiretroviral therapy on HIV and related kidney diseases in Tanzania”, Scientific Reports, 2025, doi: https://doi.org/10.1038/s41598-025-94114-x. 

Meaney A., Brix M.A.K., Nieminen M.T., Siltanen S. “Image Reconstruction in Cone Beam Computed Tomography Using Controlled Gradient Sparsity.”, Applied Mathematics for Modern Challenges, 2025, doi: https://doi.org/10.3934/ammc.2025003.

Medani T., Pursiainen S., Piastra M.-C., Vorwerk J., Leahy R. M. “Forward and inverse solvers in multi- modal electric and magnetic brain imaging: theory, implementation, and application”, Frontiers in Human Neuroscience, 2025, doi: https://doi.org/10.3389/fnhum.2025.1629489.

Merkouriadi I., Jutila A., Liston G. E., Preußer A., Webster M. A. “Investigating snow sinks on level sea ice: A case study in the western Arctic”, Journal of Glaciology, 2025, doi: https://doi.org/10.1017/jog.2025.34.

Miinalainen T., Ojasalo A., Croft H., Aurela M., Peltoniemi M., Caldararu S., Zaehle S., Thum T. “Evaluating the carbon and nitrogen cycles of the QUINCY terrestrial biosphere model using space-born optical remotely-sensed data”, Biogeosciences, 2025, doi: https://doi.org/10.5194/bg-22-6937-2025.

Mikkonen A., Koskinen A., Tamminen J., Lindqvist H. “Scattering graph method for 3D radiative transfer”, Optics Express, 2025, doi: https://doi.org/10.1364/OE.562216.

Moradi E., Dahnke R., Imani V., Gaser C., Solomon A., Tohka J. “Integrating plasma, MRI, and cognitive biomarkers for personalized prediction of decline across cognitive domains”, Neurobiology of Aging, 2025, doi: https://doi.org/10.1016/j.neurobiolaging.2025.06.010.

Mozumder M., Seppänen A., Tarvainen T. “Non-stationary estimation of optical absorption in ultrasound- modulated diffuse optical tomography”, Journal of the Optical Society of America A, 2025, doi: https://doi.org/10.1364/JOSAA.562855.

Muumbe T. P., Baade J., Raumonen P., Coetsee C., Singh J., Schmullius C. “Quantifying Tree Struc- tural Change in an African Savanna by Utilizing Multi-temporal TLS Data”, Remote Sensing, 2025, doi: https://doi.org/10.3390/rs17050757.

Muumbe T. P., Raumonen, P., Baade, J., Coetsee, C., Singh, J., & Schmullius, C “A Comparison of Tree Segmentation Methods for Savanna Tree Extraction from TLS Point Clouds”, Land, 2025, doi: https://doi.org/10.3390/land14091761.

Mönkkönen P., Van den Broeck W., Ali-Löytty S., Calders K., Raumonen P .“LeafGen: Leaf Generation in 3D Tree Models”, Methods in Ecology and Evolution, 2025, doi: https://doi.org/10.1111/2041-210X.70080.

Müürisepp K., Manninen M. O., Bernelius V., Tammaru T., Toivonen T., Järv O. “Spatial integration or isolation? Capturing the rhythms of daily lives across neighbourhoods in Helsinki using mobile phone data”, Population Space and Place, 2025, doi: https://doi.org/10.1002/psp.70029.

Naslidnyk M., Kanagawa M., Karvonen T., Mahsereci M. “Comparing scale parameter estimators for Gaussian process interpolation with the Brownian motion prior: Leave-one-out cross validation and maxi- mum likelihood”, SIAM/ASA Journal on Uncertainty Quantification, 2025, doi: https://doi.org/10.1137/23M1586884.

Niemelä L., Lerche L., Illman M., Kirveskari E., Liljeström M., Pauls K. A. M., Renvall H. “Cortical beta modulation during active movement is highly reproducible in healthy adults”, Journal of Neurophysiology, 2025, doi: https://doi.org/10.1152/jn.00377.2024.

Niskanen M., Seppänen A., Oikarinen H., Olin M., Karjalainen P., Mikkonen S., Lehtinen K. “Accounting for effects of coagulation and model uncertainties in particle number concentration estimates based on measurements from sampling lines – A Bayesian inversion approach”, Geoscientific Model Development, 2025, doi: https://doi.org/10.5194/gmd-18-2983-2025.

Nurmirinta T. A. T., Turunen M. J., Tohka J., Mononen M. E., Liukkonen M. K. “Predicting Knee Osteoarthritis Severity from Radiographic Predictors: Data from the Osteoarthritis Initiative”, Annals of Biomedical Engineering, 2025, doi: https://doi.org/10.1007/s10439-025-03740-z.

Nursultanov M., Oksanen L., Tzou L. “Determining Lorentzian manifold from non-linear wave observation at a single point”, J. Differ. Equations, 2025, doi: https://doi.org/10.1016/j.jde.2025.113563.

Oates C., Karvonen T., Teckentrup A., Strocchi M., Niederer S. “Probabilistic Richardson ex- trapolation”, Journal of the Royal Statistical Society, Series B (Statistical Methodology), 2025, doi: https://doi.org/10.1093/jrsssb/qkae098.

Ohtonen S., Jäntti H., Giudice L., Mohamed A., Shakirzyanova A., Závodná T., Belevich I., Yan H., Sabogal-Guáqueta A.M., Saveleva L., Väänänen M.A., Rillo-Albert A., Perciballi E., Ferrari D., Tervo M.M., Gómez-Budia M., Krejčík Z., Aakko-Saksa P., Koistinaho J., Lehtonen Š., Kanninen K.M., Topinka J., Jokitalo E., Sierra A., Schmidt M., Dolga A.M., Jalava P.I., Korhonen P., Malm T. “Traffic-related diesel pollution particles impair the lysosomal functions of human iPSC-derived microglia.”, Environ Int, 2025, doi: https://doi.org/10.1016/j.envint.2025.109467.

Ojasalo A., Lindqvist H., Willberg E., Toivonen T., Maeda E. E. “Vegetation phenology along urban-rural gradients across European capital cities”, Urban Forestry and Urban Greening, 2025, doi: https://doi.org/10.1016/j.ufug.2025.129004.

Olkkonen J., Taher J., Hakala T., Kukko A., Kaartinen H., Hyyppä J. “Simulation of ultra-fast structured illumination in single-photon sensitive single-pixel lidar”, Optics Express, 2025, doi: https://doi.org/10.1364/OE.542849.

Or P.S.K., Yon M., Narvaez O., Manninen E., Malm T., Sierra A., Topgaard D., Benjamini D. “Frequency- Dependent Diffusion-Relaxation Distribution MRI: Scan-Rescan Reproducibility Ex Vivo and Caveats.”, NMR Biomed, 2025, doi: https://doi.org/10.1002/nbm.70213.

Ortet J., Mialon A., Royer A., Schwank M., Holmberg M., Rautiainen K., Bircher-Adrot S., Colliander A., Kerr Y., Roy A. “Retrieving frozen ground surface temperature under the snowpack in the Arctic permafrost area from SMOS observations”, The Cryosphere, 2025, doi: https://doi.org/10.5194/tc-19-3571-2025.

Paasonen J., Valjakka J.S., Salo R.A., Paasonen E., Tanila H., Michaeli S., Mangia S., Gröhn O. “Whisker pad stimulation with different frequencies reveals non-uniform modulation of functional MRI signal across sensory systems in awake rats.”, Cereb Cortex, 2025, doi: https://doi.org/10.1093/cercor/bhaf194.

Paldanius A., Toivanen J., Forss N., Strbian D., Kolehmainen V., Hyttinen J. “Biomechanical simula- tions of intracerebral hemorrhage expansion show tissue displacement has significant impact on electrical impedance tomography results”, Brain Research Bulletin, 2025, doi: https://doi.org/10.1016/j.brainresbull.2025.111265.

Palosuo T., Heikkinen J., Hilasvuori E., Kulmala L., Launiainen S., Lehtilä A., Leinonen I., Li- imatainen M., Salminen M., Shurpali N., Silfver T., Soinne H., Vira J., Liski J. “Demands and possibilities for field-scale estimation of agricultural greenhouse gas balances”, CATENA, 2025, doi: https://doi.org/10.1016/j.catena.2024.108649.

Panfilov E., Saarakkala S., Nieminen M. Tiulpin A. “End-to-End Prediction of Knee Osteoarthritis Pro- gression With Multimodal Transformers”, IEEE Journal of Biomedical and Health Informatics, 2025, doi: https://doi.org/10.1109/JBHI.2025.3536170.

Panichella G., Garofalo M., Sasso L., Milazzo A., Fornaro A., Pioner J. M., Bueno-Orovio A., van Gils M., Koivu A., Mainardi L., Le Rolle V., Agakov F., Pieroni M., Aalto-Setälä K., Hyttinen J., Olivotto I., Del Franco A. “Artificial intelligence applications in hypertrophic cardiomyopathy: turns and loopholes”, European Heart Journal-Digital Health, 2025, doi: https://doi.org/10.1093/ehjdh/ztaf086.

Peinado M.Á., Blanco S., Naranjo A., Muñoz M.D.M., Siles E., Hernández R., Gröhn S., Sierra A., Martínez-Lara E. “Does Neuroglobin Protect Against Stroke? Insights Into the Role of Neurovascular Unit Cells.”, Cell Mol Neurobiology, 2025, doi: https://doi.org/10.1007/s10571-025-01656-9.

Porcheddu A., Kolehmainen V., Lähivaara T., Lipponen A. “Machine learning data fusion for high spatio-temporal resolution PM2.5”, Atmospheric Measurement Techniques, 2025, doi: https://doi.org/10.5194/amt-18-4771-2025.

Qiao H., Jooshaki M., Rolle M., Lähivaara T., Vauhkonen M., Kauppila T., Muniruzzaman M. “Hidden Reactive Transport Neural Network: A Physics- and Chemistry-Informed Surrogate Modeling Approach and Application to Pyrite Oxidation”, Water Resources Research, 2025, doi: https://doi.org/10.1029/2024WR039487.

Rahaman J., Mozumder M., Farina A., Tarvainen T. “Spatial and temporal modulation in time-domain diffuse optical tomography”, Optics Continuum, 2025, doi: https://doi.org/10.1364/OPTCON.568413.

Rahman S. M. M., Mattila H., Eerola L., Mäenpää A., Helminen T., Raumonen P., Kylliäinen A., Virkki J. “Towards Real_World EDA Monitoring in Children: The Potential of Everyday Socks with Textile Electrode”, 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025, doi: https://doi.org/10.23919/SpliTech65624.2025.11091714.

Rautiainen K., Holmberg M., Cohen J., Mialon A., Schwank M., Lemmetyinen J., de la Fuente A., Kerr Y. “An operational SMOS soil freeze–thaw product”, Earth Syst. Sci. Data, 2025, doi: https://doi.org/10.5194/essd-17-5337-2025. 

Raymond P. C., Nummi P., von Wirth T., Poom A., Ahdekivi A., Bartel S., Delmelle E., Dunkel E., Fager- holm N., Grêt-Regamey A., Hallikainen F., Heinilä A., Käyhkö J., Kotavaara O., Kyttä M., Magyar M., Pesola A. J., McPhearson T., Mustafa A., Venuti, F. “Uses, opportunities and risks of artificial intelligence in participatory urban planning”, Discover Cities, 2025, doi: https://doi.org/10.1007/s44327-025-00137-4.

Renald E., Amadi M., Haario H., Buza J., Tchunche J., Masanja V. “A comparative approach of analyzing data uncertainty in parameter estimation for a Lumpy Skin Disease model”, Computer Methods and Programs in Biomedicine Update, 2025, doi: https://doi.org/10.1016/j.cmpbup.2025.100178.

Reunamo A., Hannula M., Virta J., Kurppa K., Lindfors K., Hyttinen J. “X-ray microtomography imaging enables accurate visualization and quantification of the small-intestinal villi microvasculature–celiac disease as a model”, Microvascular Research, 2025, doi: https://doi.org/10.1016/j.mvr.2025.104782.

Reunamäki R. M., Järv O., Acker V. V. “The Impacts of Remote Work:  A Sys- tematic Literature Review and Regional Comparison”, Academy of Management, 2025, doi: https://doi.org/10.5465/amproc.2025.20597poster.

Rintamäki A. E., Hillers G., Heimann S., Dahm T., Korja A. “Centroid Full Moment Tensor Patterns of Induced Mw 0.3–2.0 Earthquakes in the Fennoscandian Shield”, Bull. Seism. Soc. Am, 2025, doi: https://doi.org/10.1785/0120240124.

Rojo-Garcia J., Haario H., Helin T., Sainio T. “Surrogate model for Bayesian optimal experimental de- sign for adsorption isotherm parameters in chromatography”, Journal of Chromatography A, 2025, doi: https://doi.org/10.1016/j.chroma.2025.466392.

Roper T., Hakula H., Butler T. “A machine-learning enabled framework for quantifying uncertainties in parameters of computational models”, Computers and Mathematics with Applications, 2025, doi: https://doi.org/10.1016/j.camwa.2025.01.030.

Ruosteenoja K., Räisänen P., Karhu J. A., Lindfors A. V. “Future PV production potential in North- ern Europe under changing snow conditions: A multi-model assessment”, Solar Energy, 2025, doi: https://doi.org/10.1016/j.solener.2025.113896.

Rwema M., Safari B., Laine M., Sylla M. B., Roininen L. “Trends and Variability of Tem- peratures in the Eastern Province of Rwanda”, International Journal of Climatology, 2025, doi: https://doi.org/10.1002/joc.8793.

Rwema M., Safari B., Sylla M. B., Roininen L., Laine M. “Understanding Farmers’ Knowledge, Per- ceptions, and Adaptation Strategies to Climate Change in Eastern Rwanda”, Sustainability, 2025, doi: https://doi.org/10.3390/su17156721.

Rwema M., Sylla M. B., Safari B., Roininen L., Laine M. “Trend analysis and change point detection in precipitation time series over the Eastern Province of Rwanda during 1981–2021”, Theoretical and Applied Climatology, 2025, doi: https://doi.org/10.1007/s00704-024-05317-7.

Räsänen M., Pourghaz M., Ursin A. “Strain field imaging by applying anisotropic electrical impedance tomography on conductive surface coating”, Applied Mathematics for Modern Challenges, 2025, doi: https://www.doi.org/10.3934/ammc.2025007.

Saariokari S., Dendooven P., Laassiri M., Brücken J.E. “Nuclear fuel imaging using position-sensitive detectors”, Journal of Instrumentation, 2025, doi: https://dx.doi.org/10.1088/1748-0221/20/03/C03012.

Sadeghi-Bagherabadi A., Hillers G. “Scaling P and S wave translational to array-derived rocking motions: An empirical estimation of local wave propagation direction and velocity in rock site conditions”, Soil Dynamics and Earthquake Engineering, 2025, doi: https://doi.org/10.1016/j.soildyn.2025.109257.

Sahlström T., Lähivaara T., Tarvainen T. “Simultaneous estimation of electrical conductiv- ity and permittivity in quantitative thermoacoustic tomography”, Inverse Problems, 2025, doi: https://doi.org/10.1088/1361-6420/adb98d.

Saidla K., Willberg E., Vallejo B., Silm S., Poom A. “Policy for bike share success in cities big and small: Bike share as public transport in Helsinki, Finland, and Tartu, Estonia”, Transportation Research Interdisciplinary Perspectives, 2025, doi: https://doi.org/10.1016/j.trip.2025.101673.

Sakif M. M., Ihalainen T., Merilampi S., Vuohijoki T., Raumonen P., Virkki J. “From Bracelets to Hoodies: Exploring Embedded Multimodal Assistive Controllers”, 2025 10th International Conference on Smart and Sustainable Technologies (SpliTech), 2025, doi: https://doi.org/10.23919/SpliTech65624.2025.11091708.

Salo M., Kow P.-Z., Zou S. “Increasing resolution and instability for linear inverse scattering problems.”, Journal of Functional Analysis, 2025, doi: https://doi.org/10.1016/j.jfa.2025.110923.

Salo M., Krupchyk K., Ma S., Sahoo S. K., St-Amant S. “Inverse problems for semilinear Schrödinger equations at large frequency via polynomial resolvent estimates on manifolds.”, Pure and Applied Analysis, 2025, doi: https://doi.org/10.2140/paa.2025.7.65.

Samavaki M., Söderholm S., Nia A. Z., Pursiainen S. “A coupled diffusion approximation for spatiotempo- ral hemodynamic response and deoxygenated blood volume fraction in microcirculation”, Biomedical Signal Processing and Control, 2025, doi: https://doi.org/10.1016/j.bspc.2024.107183.

Santaren D., Hakkarainen J., Kuhlmann G., Koene E., Chevallier F., Ialongo I., Lindqvist H., Nurmela J., Tamminen J., Amoros L., Brunner D., Broquet G. “Benchmarking data-driven inversion methods for the estimation of local CO2 emissions from synthetic satellite images of XCO2 and NO2”, Atmos. Meas. Tech., 2025, doi: https://doi.org/10.5194/amt-18-211-2025.

Sarnighausen G., Hohage T., Burger M., Hauptmann A., Wald A. “Regularization for time-dependent inverse problems: Geometry of Lebesgue-Bochner spaces and algorithms”, Inverse Problems, 2025, doi: https://doi.org/10.1088/1361-6420/ae30f9.

Schiewe P., Schöbel A., Urban R. “Design of Distance Tariffs in Public Transport”, 25th Symposium on Algorithmic Approaches for Transportation Modelling, Optimization, and Systems (ATMOS 2025), 2025, doi: https://doi.org/10.4230/OASICS.ATMOS.2025.11.

Sha M.K. et al. incl. Kivi R. “Fiducial Reference Measurements for Greenhouse Gases (FRM4GHG): Val- idation of Satellite (Sentinel-5 Precursor, OCO-2, and GOSAT) Missions Using the COllaborative Carbon Column Observing Network (COCCON)”, Remote Sens., 2025, doi: https://doi.org/10.3390/rs17050734.

Sharma A., Cabeen R., Harris N.G., Wright D.K., Tohka J., Grohn O., Bennett A., Alba C., Bhagavatula S., Garner R., Asifriyaz T., Ndode-Ekane X.E., Andrade P., Immonen R., Manninen E., Puhakka N., Heiskanen M., Ali I., Jones N.C., Shultz S.R., Casillas-Espinosa P.M., Hudson M.R., Silva J., Yamakawa G., Braine E.L., Smith G.D., Santana-Gomez C.E., Staba R.J., O’Brien T.J., Pitkanen A., Duncan D. “Bundle- specific tractography approach for identifying white matter microstructural changes following traumatic brain injury in rats”, Imaging Neurosci, 2025, doi: https://doi.org/10.1162/imag_a_00471.

Sharma G., Moradi E., Pajula J., Hilvo M., Tohka J. “Federated Learning for Predicting Mild Cognitive Impairment to Dementia Conversion”, 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, doi: https://doi.org/10.1109/EMBC58623.2025.11254632.

Shi L.J., Peng C.T., Qiu Y.B., Zhang Y.X., Lemmetyinen J., Li L.H., Leppäranta M., Cheng B., Kontu A., Shi J.C. “Lake Ice Thickness Estimation Using Calibrated Enhanced-Resolution Passive Microwave Data,”, IEEE Transactions on Geoscience and Remote Sensing, 2025, doi: https://doi.org/10.1109/TGRS.2025.3586818.

Silva C., Büttner B., Seisenberger S., Teixeira J. F., Baquero-Larriva M. T., Beyazit E., Hachette M., Hernandez D., Kariuki W., Lamíquiz-Daudén P. J., Levine J., L’Hostis A., Li C., Martens K., Martin J. C., Martinazzo L., Mella-Lira B., Merlin L. A., Moinse D., … Visvardis D. “Proximity- centred accessibility – A conceptual debate involving planning practitioners worldwide.”, Cities, 2025, doi: https://doi.org/10.1016/j.cities.2025.106376.

Sinnhuber M., Arras C., Bender S., Funke B., Liu H., Marsh D. R., Reddmann T., Rozanov E., Sukhodolov T., Szelag M. E., Wissing, J. M. “Thermospheric nitric oxide is modulated by the ratio of atomic to molecular oxygen and thermospheric dynamics during solar minimum”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-14719-2025.

Sippola S., Rautio S., Hauptmann A., Ide T., Siltanen S. “Learned enclosure method for experimental EIT data”, Applied Mathematics for Modern Challenges, 2025, doi: https://doi.org/10.3934/ammc.2025008.

Sorokina H. E., Campos M., Raumonen P., Shcherbacheva A., Echriti R., Hyyppä J., Puttonen E., Wang Y. “Boundary conditions for studying branch-scale tree growth strategies using tree quantitative structure model time series”, Remote Sensing of Environment, 2025, doi: https://doi.org/10.1016/j.rse.2025.115105.

Soto T. “Wide stable neural networks: Sample regularity, functional convergence and Bayesian inverse problems”, Inverse Problems and Imaging, 2025, doi: https://doi.org/10.3934/ipi.2025012.

Souza V.H., Sinisalo H., Korhonen J.T., Paasonen J., Nyrhinen M., Nieminen J.O., Koponen M., Kettunen M., Gröhn O., Ilmoniemi R.J. “Multi-coil TMS for preclinical applications in ultra-high-field MRI.”, Imaging Neurosci, 2025, doi: https://doi.org/10.1162/imag_a_00558.

Suhonen M., Lucka F., Pulkkinen A., Arridge S., Cox B., Tarvainen T. “Reconstructing multiple initial pressure and speed of sound distributions simultaneously in photoacoustic tomography”, Photoacoustics, 2025, doi: https://doi.org/10.1016/j.pacs.2025.100748.

Sund R., Seppänen J., Moradi E., Väänänen S., Miettinen J., Hakumäki J., Rikkonen T., Kröger H., Koivumaa-Honkanen H., Solomon A., Tohka J. “Real-world brain imaging in a population-based cohort enables accurate markers for dementia”, Alzheimer’s & Dementia, 2025, doi: https://doi.org/10.1002/alz.70227.

Sundström A.-M., Doutriaux-Boucher M., Jafariserajehlou S., Leskow-Czyzewska D., Mantovani S., Fazz- ini N., Fougnie B., Fierli F. “Evaluation of the dust-dominated total AOD extracted from the PMAp satellite Climate Data Record”, Atmos. Meas. Tech., 2025, doi: https://doi.org/10.5194/amt-18-7267-2025.

Suzuki Y., Hyvönen N., Karvonen T. “Möbius-transformed Trapezoidal Rule”, Mathematics of Computa- tion, 2025, doi: https://doi.org/10.1090/mcom/4084.

Tanskanen J.M., Lehti-Polojärvi M., Ahtiainen A., Tamminen I., Hyttinen J. “Non-Contact Impedance Measurement to Assess Kidney Degradation in Real-Time”, American Journal of Transplantation, 2025, doi: https://doi.org/10.1016/j.ajt.2025.07.2164.

Tenkanen M. K., Tsuruta A., Denier van der Gon H., Höglund-Isaksson L., Leppänen A., Markkanen T., Petrescu A. M. R., Raivonen M., Aaltonen H., Aalto, T “Partitioning anthropogenic and natural methane emissions in Finland during 2000–2021 by combining bottom-up and top-down estimates”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-2181-2025.

Tervo J.,  Kokkonen P. “On Existence of Spatially Regular Strong Solutions for a Class of Transport Equations”, Journal of Computational and Theoretical Transport, 2025, doi: https://doi.org/10.1080/23324309.2025.2591676.

Tesfaw Y., Seid A. M., Roininen L. “Log-Gaussian Cox Processes for Spatiotemporal Traffic Fatality Estimation in Addis Ababa”, Journal of Applied Statistics, 2025, doi: https://doi.org/10.1080/02664763.2025.2574654.

Thum T., Miinalainen T., Seppälä O., Croft H., Rogers C., Staebler R., Caldararu S., Zaehle S. “Modelling decadal trends and the impact of extreme events on carbon fluxes in a temperate deciduous forest using a terrestrial biosphere model”, Biogeosciences, 2025, doi: https://doi.org/10.5194/bg-22-1781-2025.

Toivanen J., Kolehmainen V., Paldanius A., Hänninen A., Hauptmann A., Hamilton S. J. “Graph convo- lutional networks enable fast hemorrhagic stroke monitoring with electrical impedance tomography.”, IEEE Transactions on Biomedical Engineering, 2025, doi: https://doi.org/10.1109/TBME.2025.3594249.

Torkko J., Malekzadeh M., Willberg E., Toivonen T. “Same greenery, different Green View Index: Incon- sistent greenery assessment in semantic segmentation and street view imagery”, Urban Forestry and Urban Greening, 2025, doi: https://doi.org/10.1016/j.ufug.2025.128969.

Tsuruta A., Kuze A., Shiomi K., Kataoka F., Kikuchi N., Aalto T., Backman L., Kivimäki E., Tenkanen M. K., McKain K., García O. E., Hase F., Kivi R., Morino I., Ohyama H., Pollard D. F., Sha M. K., Strong K., Sussmann R., Te Y., Velazco V. A., Vrekoussis M., Warneke T., Zhou M., Suto H. “Global CH4 fluxes derived from JAXA/GOSAT lower-tropospheric partial column data and the CarbonTracker Europe-CH4 atmospheric inverse model”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-7829-2025.

Tuomaala S., Autti S., Cotroneo S. F., Lioumis P., Renvall H., Liljeström M. “Automated speech artefact removal from MEG data utilizing facial gestures and mutual information”, Imaging Neuroscience, 2025, doi: https://doi.org/10.1162/imag_a_00545.

Valat E., Hauptmann A., Öktem O.  “SDF: A self-supervised denoiser framework for X-Ray computed tomography”, Applied Mathematics for Modern Challenges, 2025, doi: https://doi.org/10.3934/ammc.2025012.

Valjakka J.S., Paasonen J., Salo R.A., Paasonen E., Stenroos P., Gureviciene I., Kettunen M., Idiyatullin D., Tanila H., Michaeli S., Mangia S., Gröhn O. “Correlation of zero echo time functional MRI with neuronal activity in rats.”, J Cereb Blood Flow Metab., 2025, doi: https://doi.org/10.1177/0271678X251314682.  

Valtonen P., Rozov S., Annala I., Järventausta K., Subramaniyam N. P., Tenhunen M., Hyttinen J., Yli-Hankala A., Rantamäki T., Kalliomäki M.-L. “Rebound electroencephalographic responses to nitrous oxide exposure in men”, Journal of Neurophysiology, 2025, doi: https://doi.org/10.1152/jn.00275.2024.

Van Malderen R. et al. incl. Kivi R. “Global ground-based tropospheric ozone measurements: reference data and individual site trends (2000–2022) from the TOAR-II/HEGIFTOM project”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-7187-2025.

Van Malderen R. et al. incl. Kivi R. “Ground-based tropospheric ozone measurements: regional tropo- spheric ozone column trends from the TOAR-II/HEGIFTOM homogenized datasets”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-9905-2025.

Varjopuro J., Kamppinen A., Poskela A., Karhu J. A., Lindfors A. V., Miettunen K. “Computational simulation of perovskite and silicon solar panel operating temperatures in varying ambient conditions”, Solar Energy Materials and Solar Cells, 2025, doi: https://doi.org/10.1016/j.solmat.2025.113657.

Vasile M., Tîrlă M.-L., Lemmetyinen J., Popescu R., Hoinic T., S, andric I. “Detection of Thermokarst Landforms in the European Arctic Region Using Earth Observation and Artificial Intelligence”, Remote Sensing Applications: Society and Environment, 2025, doi: https://doi.org/10.1016/j.rsase.2025.101832.

Verhoeven V. B., Raumonen P., Åkerblom M. “Fitting Geometric Shapes to Fuzzy Point Cloud Data”, Journal of Imaging, 2025, doi: https://doi.org/10.3390/jimaging11010007.

Verhoeven V., Raumonen P., Åkerblom M., Tammi K., Tasanen I. “The Effect of Surface Mate- rial on Cylinder Point Clouds”, IEEE Transactions on Instrumentation and Measurement, 2025, doi: https://doi.org/10.1109/TIM.2025.3568980.

Verronen P. T. et al. incl. Szeląg M.E., Häkkilä T., Kalakoski N. “Electron-driven variability of the upper- atmospheric nitric oxide column density over the Syowa station in Antarctica”, Annales Geophysicae, 2025, doi: https://doi.org/10.5194/angeo-43-561-2025.

Viitala M., Tserin, T., Hyvönen M., Reinikainen S.-P., Mänttäri M. “Microplastic budgets and discharges to Lake Saimaa from three Finnish wastewater treatment plants”, Journal of Environmental Management, 2025, doi: https://doi.org/10.1016/j.jenvman.2025.126093.

Virtanen T. H., Sundström A.-M., Suhonen E., Lipponen A., Arola A., O’Dell C., Nelson R. R., Lindqvist H. “A global perspective on CO2 satellite observations in high AOD conditions”, Atmos. Meas. Tech., 2025, doi: https://doi.org/10.5194/amt-18-929-2025.

von Witte G., Himmler A., Tamarov K., Moilanen J. O., Ernst M., Kozerke S. “Temperature- dependent dynamic nuclear polarization of diamond”, The Journal of Physical Chemistry C, 2025, doi: https://doi.org/10.1021/acs.jpcc.5c02747.

von Witte G., Tamarov K., Sahin N., Himmler A., Ganz V., Moilanen J. O., Lehto V.-P., Kwiatkowski G., Kozerke S., Ernst M. “Nuclear spin diffusion in dynamic nuclear polarization of crystalline nanoscale silicon particles”, Physical Review Research, 2025, doi: https://doi.org/10.1103/cr6d-m3bf.

Voshtani S. et al. incl. Kivi R. “Quantifying CO emissions from boreal wildfires by assimilating TROPOMI and TCCON observations”, Atmos. Chem. Phys., 2025, doi: https://doi.org/10.5194/acp-25-15527-2025.

Voss A., Suoranta S., Nissinen T., Hurskainen O., Masarwah A., Sund R., Tohka J., Väänänen S.P. “Deep learning ensemble for abdominal aortic calcification scoring from lumbar spine X-ray and DXA images”, Computers in Biology and Medicine, 2025, doi: https://doi.org/10.1016/j.compbiomed.2025.110961.

Vrooman R.M., van den Berg M., Desrosiers-Gregoire G., van Engelenburg W.A., Galteau M.E., Lee S.H., Veltien A., Barrière D.A., Cash D., Chakravarty M.M., Devenyi G.A., Gozzi A., Gröhn O., Hess A., Homberg J.R., Jelescu I.O., Keliris G.A., Scheenen T., Shih Y.I., Verhoye M., Wary C., Zwiers M., Grandjean J. “fMRI data acquisition and analysis for task-free, anesthetized rats”, Nat Protoc., 2025, doi: https://doi.org/10.1038/s41596-024-01110-y.

Väisänen T. L. A., Malekzadeh M., Inkeröinen O. T., Järv O. “Mobility of Erasmus+ students in Eu- rope: Geolocated individual and aggregate mobility flows from 2014 to 2022”, Scientific Data, 2025, doi: https://doi.org/10.1038/s41597-025-04789-0.

Vänskä E., Weidmann D., Ursin A. “Greenhouse gas emission mapping and quantification based on 3D transport modeling and Bayesian state estimation”, Inverse Problems, 2025, doi: https://www.doi.org/10.1088/1361-6420/adfb29.

Wettenhovi V.-V., Hietanen A., Niinimäki K., Vauhkonen M., Kolehmainen V. “Filtering-based precon- ditioner for accelerated high-dimensional cone beam CT image reconstruction”, Journal of Mathematical Imaging and Vision, 2025, doi: https://doi.org/10.1007/s10851-025-01276-4.

Wilms L., Lossius M., Annala K., Abdel-Khalik J., Fanter K., Elomaa K., Peltola J. “Seizure Classification Using a Multimodal Seizure Monitoring (Nelli) System in Dravet and Lennox-Gastaut Syndromes: A non- randomized, single-centre Feasibility Study”, Epilepsia, 2025, doi: https://doi.org/10.1111/epi.18640.  

Yi-Hsuan L., Railo J., Zimmermann P. “The Calderón problem for a nonlocal diffusion equation with time-dependent coefficients”, Revista Matemática Iberoamericana, 2025, doi: https://doi.org/10.4171/RMI/1539.

Ylimaula S.J., Tuppurainen V., Hänninen N., Paalimäki-Paakki K., Räsänen L., Nieminen M.T., Hanni M. “From X-ray Scatter Maps to a Mobile App: Future of Radiation Protection Training?”, European Society of Radiology, 2025, doi: https://doi.org/10.26044/esi2025/ESI-16709.

Yon M., Narvaez O., Martin J., Jiang H., Bernin D., Forssell-Aronsson E., Laun F., Sierra A., Topgaard D. “Frequency-dependence in multidimensional diffusion-relaxation correlation MRI of the brain: Overfitting or meaningful parameter?”, Imaging Neurosci, 2025, doi: https://doi.org/10.1162/IMAG.a.143.

Yon M., Narvaez O., Topgaard D., Sierra A. “In vivo rat brain mapping of multiple gray matter water populations using nonparametric D(ω)-R1-R2 distributions MRI.”, NMR Biomed, 2025, doi: https://doi.org/10.1002/nbm.5286.

Yusuf Y. O., Dufaure A., Sorsa L.-I., Eyraud C., Geffrin J.-M., Hérique A., Pursiainen S. “Anomaly distinguishability in an asteroid analogue using quasi-monostatic experimental radar measurements”, IEEE Transactions on Computational Imaging, 2025, doi: https://doi.org/10.1109/TCI.2025.3597429.

Zahradnik D., Hamill J., Plesek J., Blaschova D., Burda M., Nieminen M.T., Casula V., Farana R., Uchytil J., Slovak L., Skypala J., Jandačka D. “Association Between T2 Relaxation Time and Biome- chanical Loading of the Anterior Cruciate Ligament in Healthy Individuals”, Sports Biomech, 2025, doi: https://doi.org/10.1080/14763141.2025.2458475.

Zhuo Z., Belevich I., Leinonen V., Jokitalo E., Malm T., Sierra A., Tohka J. “Segment Anything for Dendrites from Electron Microscopy”, 2025 IEEE 6th International Conference on Image Processing, Ap- plications and Systems (IPAS), 2025, doi: https://doi.org/10.1109/IPAS63548.2025.10924514.

Scientific books

Feldman J., Salo M., Uhlmann G., The Calderón problem: an introduction, American Mathematical Soc., Graduate Studies in Mathematics 253, 2025, doi: https://doi.org/10.1090/gsm/253.

Hauptmann A., Jin B., Schönlieb, C.B., Machine Learning Solutions for Inverse Problems: Part A, Hand- book of Numerical Analysis, 26, Elsevier, 2025. https://www.sciencedirect.com/handbook/handbook-of-numerical-analysis/vol/26/suppl/C

Serov V., Harju M., Complex Analysis and Special Functions: Cauchy Formula, Elliptic Functions and Laplace’s Method, De Gruyter, 2025, doi: https://doi.org/10.1515/9783111632278.

Publications intended for professional communities

Leppämäki, T. J. J., Ruohomäki, S. T. A., Kangasmaa, M., & Toivonen, T. “Massadatoilla ymmärrystä Helsingin viheralueiden käytöstä.”, in Jaakkola, M. (Ed.) Viheralueiden käyttö Helsingissä. Kaupunkiympäristön aineistoja 2025:21, 2025. https://www.hel.fi/static/liitteet/kaupunkiymparisto/julkaisut/aineistot/aineistoja-21-25.pdf

Malekzadeh, M. “Add a ‘speculation box’ to research papers”, Correspondence in Nature, 646:38, 2025, doi: https://doi.org/10.1038/d41586-025-03186-2.

Malekzadeh, M. “You are more than your current research”, World View, Nature Human Behaviour, 9:2411, 2025, doi: https://doi.org/10.1038/s41562-025-02316-0.

Ravindran, O., Korpilo, S., Torkko, J., Shete, A., Ruohomäki, S., Lehtinen, J., Garg, M., Willberg, E., Tay- lor, R., Klein, R., & Toivonen, T.“GREENTRAVEL VR: Technical Report”, Reserach Reports, University of Helsinki, 2025, doi: https://doi.org/10.31885/2025.111301.

Väisänen, T. L. A., Malekzadeh, M., Inkeröinen, O. T., & Järv, O. “Avoimella opiskelijavaihtoaineistolla uusia näkökulmia Euroopan aluekehitykseen – Yli 2.2 miljoonan opiskelijavaihdon geokoodattu aineisto Euroopasta saatavilla!”, Positio: paikkatiedon erikoislehti, 2025. https://positio-lehti.fi/2025/05/avoimella-opiskelijavaihtoaineistolla-uusia-nakokulmia-euroopan-aluekehitykseen-yli-2-2-miljoonan-opiskelijavaihdon-geokoodattu-aineisto-euroopasta-saatavilla/

Doctoral dissertations

Aarnio, Antti, Advanced Image Reconstruction Methods for Quantitative Magnetic Resonance Imaging, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5498-5

Autio, Antti, Approximate Solution of a Parametric Diffusion Equation for Electrical Impedance Tomography, PhD thesis, Aalto University, 2025. https://urn.fi/URN:ISBN:978-952-64-2515-3

Duma, Zina-Sabrina, Data-driven Procedures for Environmental Portable and Remote Spectral Sensing, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-215-3

Johansson, David, Identification of Semilinear Terms in Elliptic Equations and Robin Boundary Conditions, JYU Dissertations, PhD thesis, University of Jyväskylä, 2025. https://urn.fi/URN:ISBN:978-952-86-0874-5

Johansson, Lasse, On the development of shipping emission models and their applications in global and local impact assessment, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-281-8

Karppinen, Tomi, Remote Sensing of Atmospheric Gases at High Northern Latitude, Dissertationes Uni- versitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/603259

Kivimäki, Ella, Evaluation and Analysis of Satellite-based Methane Observations at High Northern Lati- tudes, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/599614

Kukkurainen, Antti, New Computational Methods for Satellite Remote Sensing of the Atmosphere and Vegetation, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Tech- nology, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5627-9

Kuusela, Petri, Novel Applications and Computational Methods for Electrical Impedance Tomography and X-ray Computed Tomography, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5636-1

Latva-Äijö, Salla-Maaria, Novel Algorithms for Material Decomposition and Classification in Spectral CT Imaging, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://urn.fi/URN:ISBN:978-952-84-1483-4

Meaney, Alexander, Variational Regularization Methods and Open Data for Image Reconstruction in Computed Tomography, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://urn.fi/URN:ISBN:978-952-84-0509-2

Mikkonen, Antti, Computational Approach to Challenges in Radiative Transfer for Remote Sensing of At- mospheric Composition, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/596289  

Panfilov, Egor, Magnetic Resonance Imaging-Based Biomarkers of Knee Osteoarthritis Progression via Deep Learning, PhD thesis, University of Oulu, 2025. https://urn.fi/URN:NBN:fi:oulu-202505143398

Rautio, Siiri, Ill-posed Microlocal Imaging Using Targeted Deep Learning, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/593701

Rojo Garcia, Rodrigo, Bayesian Optimal Experimental Design in Inverse Problems: Applications and Stability, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-223-8

Tenkanen, Maria, Methane Emissions at High Northern Latitudes Estimated by an Atmospheric Inversion Model, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/595170

Tsarsitalidou, Christina, Rayleigh Wave Focal Spot Imaging Applied to Continental Scale Dense Arrays, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/602588

Peer-reviewed scientific articles

Afkham B. M., Knudsen K„ Rasmussen A. K., Tarvainen T. “A Bayesian approach for consistent recon- struction of inclusions”, Inverse Problems, 2024, https://doi.org/10.1088/1361-6420/ad2531.

Akdemir B., Shahid H. F., Brix M., Lääkkölä J., Islam J,. Kumar T., Reponen J., Nieminen M. T., Harjula E. “From Technical Prerequisites to Improved Care: Distributed Edge AI for Tomographic Imaging”, IEEE Access, 2024, https://doi.org/10.1109/ACCESS.2025.3530297.

Alexakis S., Stinchcombe A. R., Tyni T. “A boundary integral equation approach to electrical impedance tomography: experiments on the KTC2023 data”, Applied Mathematics for Modern Challenges, 2024, doi: https://doi.org/10.3934/ammc.2024006.

Arif M. Z., Lähivaara T., Vauhkonen M. “Deep learning-assisted dual-modal tomography for phase flow rate estimation in two-phase oil-water flow systems”, Science and Technology 35(7):07530, 2024, doi: https://doi.org/10.1088/1361-6501/ad3a0a.

Arridge S., Hauptmann A., Korolev Y. “Inverse problems with learned forward operators”, Data-driven Models in Inverse Problems, 2024, https://doi.org/10.1515/9783111251233-003.

Blasten E., Exner P., Isozaki H., Lassas M., Lu J. “Inverse problems for locally perturbed lattices – Discrete Hamiltonian and quantum graph”, Annales Henri Lebesgue, 2024, doi: https://doi.org/10.5802/ahl.201.

Bohlmann S., Laine M. “Statistical Calibration of Probabilistic Medium-Range Fire Weather Index Fore- casts in Europe”, Natural Hazards and Earth System Sciences, 2024, doi: https://doi.org/10.5194/nhess-24-4225-2024.

Brix M. A. K., Järvinen J., Bode M. K., Nevalainen M., Nikki M., Niinimäki J., Lammentausta E. “Financial impact of incorporating deep learning reconstruction into magnetic resonance imaging routine.”, Eur J Radiol, 2024, doi: https://doi.org/10.1016/j.ejrad.2024.111434.

Bun R., Marland G., Oda T., See L., Puliafito E., Nahorski Z., Jonas M., Kovalyshyn V., Ialongo I., Yashchun O., Romanchuk Z. “Tracking unaccounted greenhouse gas emissions due to the war in Ukraine since 2022”, Sci Total Environ., 2024, doi: https://doi.org/10.1016/j.scitotenv.2024.169879.

Burman E., Oksanen L. “Finite element approximation of unique continuation of functions with finite di- mensional trace”, Math. Models Methods Appl. Sci, 2024, doi: https://doi.org/10.1142/S0218202524500362.

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Tuomainen T. V., Toljamo A., Kokko H., Nissi M. J. “Non-invasive assessment and visualization of Phy- tophthora cactorum infection in strawberry crowns using quantitative magnetic resonance imaging”, Sci- entific Reports, 2024, doi: https://doi.org/10.1038/s41598-024-52520-7.

Tuppurainen J., Paakkari P., Jäntti J., Nissinen M. T., Fugazzola M. C., van Weeren R., Ylisiurua S., Nieminen M. T., Kröger H., Snyder B. D., Joenathan A., Grinstaff M., Matikka H., Korhonen R. K., Mäkelä J. T. A. “Revealing Detailed Cartilage Function Through Nanoparticle Diffusion Imaging – A Computed Tomography & Finite Element Study”, Annals of Biomedical Engineering, 2024, doi: https://doi.org/10.1007/s10439-024-03552-7.  

Tyni T., Stinchcombe A. R., Alexakis S. “A boundary integral equation method for the complete electrode model in electrical impedance tomography with tests on experimental data”, SIAM J. Imag. Sci., 2024, doi: https://doi.org/10.1137/23M1585696.

Tóth F., Nissi M. J., Armstrong A. R., Buko E. O., Johnson C. P. “Epiphyseal Cartilage Vascular Ar- chitecture at the Distal Humeral Osteochondritis Dissecans Predilection Site in Juvenile Pigs”, Journal of Orthopaedic Research, 2024, doi: https://doi.org/10.1002/jor.25732.

Valverde J. M., Shatillo A., Tohka J. “Sauron u-net: Simple automated redundancy elimina- tion in medical image segmentation via filter pruning”, Neurocomputing 594:127817, 2024, doi: https://doi.org/10.1016/j.neucom.2024.127817.

Veijola K., Cohen J., Mäkynen M., Lemmetyinen J., Praks J., Cheng B. “X- and Ku-Band SAR Backscat- tering Signatures of Snow-Covered Lake Ice and Sea Ice”, Remote Sensing, 2024, doi: https://doi.org/10.3390/rs16020369.

von Witte G., Himmler A., Hyppönen V., Jäntti J., Albannay M. M., Moilanen J. O., Ernst M., Lehto V.-P., Riikonen J., Kozerke S., Kettunen M. I., Tamarov K. “Controlled synthesis and characterization of porous silicon nanoparticles for dynamic nuclear polarization”, Nanoscale 16(41):19385-19399, 2024, doi: https://doi.org/10.1039/D4NR02603A.

Voss A., Vänskä E., Weidmann D., Pulkkinen A., Seppänen A. “Multi-open-path laser dispersion spec- troscopy combined with Bayesian state estimation for localizing and quantifying methane emissions”, Atmospheric Environment: X 22:100260, 2024, doi: https://doi.org/10.1016/j.aeaoa.2024.100260.

Nyamsi W., Lindfors W., Lindfors A. “Detecting Clear-sky Periods from Photovoltaic Power Measure- ments”, Meteorological Applications, 2024, doi: https://doi.org/10.1002/met.2201.

Watt F. T., Hauptmann A., Mackle E. C., Zhan, E. Z., Beard P. C., Alles E. J. “Non-iterative model- based inversion for low channel-count optical ultrasound imaging”, The Journal of the Acoustical Society of America, 2024, doi: https://doi.org/10.1121/10.0034450.

Yang J., Jiang L., Lemmetyinen J., Luojus K. “A New Method to Simulate the Microwave Effective Snow Grain Size in the Northern Hemisphere Without Using Snow Depth Priors”, IEEE J. Sel. Top. Appl. Earth Observations Remote Sensing, 2024, doi: https://doi.org/10.1109/JSTARS.2024.3441817.

Özdemir R., Lehtimäki K., Siitama E., Möttönen T., Haapasalo J., Järvenpää S., Eskola H., Peltola J. “High angular resolution diffusion-weighted imaging and higher order tractography of the white matter tracts in the anterior thalamic area: Insights into deep brain stimulation targeting”, Neuroimage Reports, 2024, doi: https://doi.org/10.1016/j.ynirp.2024.100210.

Publications intended for professional communities

Nieminen M. T., Brix M., Junttila J., Kettunen J., Mäkiniemi M., Reponen J. “Toisiolaki – uhka, ei mahdollisuus”, Duodecim, 140(9):715-7, 2024. https://www.duodecimlehti.fi/duo18125

Siltanen S. “Successes, Collaborations, and Forward Momentum for Inverse Problems in Finland.”, SIAM News, 57(10), 2024. https://www.siam.org/publications/siam-news/articles/successes-collaborations-and-forward-momentum-for-inverse-problems-in-finland/

Doctoral Dissertations

Arif, Muhammad Ziaul, Dual-modal electromagnetic tomography for two-phase flows, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5220-2  

Belay, Birhanu Assefa, Advances in Optical Imaging Techniques for In Vitro 3D Cell Culture and Mechanotransduction Studies, PhD thesis, Tampere University 2024. https://urn.fi/URN:ISBN:978-952-03-3697-4  

Forouzandehmehr, Mohamadamin, Mathematical Modeling of Cardiomyocytes Pathophysiology and Biomechanics, PhD thesis, Tampere University, 2024. https://urn.fi/URN:ISBN:978-952-03-3303-4

Härkönen, Teemu, Sequential Monte Carlo and stochastic processes in spectroscopy, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-086-9

Imani, Vandad, Machine learning for early diagnosis of brain disorders based on multimodal data: applications for dementia, Publications of the University of Eastern Finland. Dissertations in Health Sciences, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5184-7

Kauppi, Anu, Bayesian Model Selection, Averaging and Discrepancy in Satellite Remote Sensing of Atmospheric Constituents, FMI Contributions, PhD thesis, University of Helsinki, 2024. http://hdl.handle.net/10138/575947

Koponen, Eero, Background-oriented schlieren imaging for measuring ultrasound fields, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5174-8  

Kykkänen, Antti, Geodesic X-ray Transforms in Non-smooth Riemannian Geometries, JYU Dissertations, PhD thesis, University of Jyväskylä, 2024. https://urn.fi/URN:ISBN:978-952-86-0233-0

Lehtovirta, Sami, Utility of quantitative magnetic resonance imaging for articular cartilage assessment in clinical scenarios, Acta Universitatis Ouluensis. Series D, Medica, PhD thesis, University of Oulu, 2024. https://urn.fi/URN:NBN:fi:oulu-202312203973

Mirmojarabian, Seyed Amir, Novel magnetic resonance imaging applications utilizing rotating frame relaxations, Acta Universitatis Ouluensis. Series D, Medica, PhD thesis, University of Oulu, 2024. https://urn.fi/URN:ISBN:9789526236964

Nurminen, Janne, Inverse problems for the minimal surface equation and semilinear elliptic partial differential equations, JYU Dissertations, PhD thesis, University of Jyväskylä, 2024. https://urn.fi/URN:ISBN:978-952-86-0159-3

Pala, Swetha, Magnetic resonance imaging of articular cartilage in osteoarthritis: studies on robustness and acceleration of quantitative imaging, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5272-1

Puska, Juha-Pekka, Bayesian Optimal Experimental Design in Imaging, PhD thesis, Aalto University, 2024. https://urn.fi/URN:ISBN:978-952-64-1609-0

Rwema, Michel, Statistical analysis of climate variability in Rwanda, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-186-6

Senchukova, Angelina, Flexible priors for rough feature reconstruction in Bayesian inversion, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-118-7  

Virta, Riina, Gamma tomography of spent nuclear fuel for geological repository safeguards, PhD thesis, University of Helsinki, 2024. http://hdl.handle.net/10138/575149

Yusuf, Yusuf Oluwatoki, Pathways to Robust Tomographic Full-Wave Radar Imaging of Small Solar System Bodies’ Interior, PhD thesis, Tampere University, 2024. https://urn.fi/URN:ISBN:978-952-03-3652-3

Feldman J., Salo M., Uhlmann G., The Calderón problem: An introduction, American Mathematical Soc., Graduate Studies in Mathematics 253, 2025, doi: https://doi.org/10.1090/gsm/253.

Hauptmann A., Jin B., Schönlieb, C.B., Machine Learning Solutions for Inverse Problems: Part A, Hand- book of Numerical Analysis, 26, Elsevier, 2025. https://www.sciencedirect.com/handbook/handbook-of-numerical-analysis/vol/26/suppl/C

Serov V., Harju M., Complex Analysis and Special Functions: Cauchy Formula, Elliptic Functions and Laplace’s Method, De Gruyter, 2025, doi: https://doi.org/10.1515/9783111632278.

2025

Aarnio, Antti, Advanced Image Reconstruction Methods for Quantitative Magnetic Resonance Imaging, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5498-5

Autio, Antti, Approximate Solution of a Parametric Diffusion Equation for Electrical Impedance Tomography, PhD thesis, Aalto University, 2025. https://urn.fi/URN:ISBN:978-952-64-2515-3

Duma, Zina-Sabrina, Data-driven Procedures for Environmental Portable and Remote Spectral Sensing, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-215-3

Johansson, David, Identification of Semilinear Terms in Elliptic Equations and Robin Boundary Conditions, JYU Dissertations, PhD thesis, University of Jyväskylä, 2025. https://urn.fi/URN:ISBN:978-952-86-0874-5

Johansson, Lasse, On the development of shipping emission models and their applications in global and local impact assessment, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-281-8

Karppinen, Tomi, Remote Sensing of Atmospheric Gases at High Northern Latitude, Dissertationes Uni- versitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/603259

Kivimäki, Ella, Evaluation and Analysis of Satellite-based Methane Observations at High Northern Lati- tudes, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/599614

Kukkurainen, Antti, New Computational Methods for Satellite Remote Sensing of the Atmosphere and Vegetation, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Tech- nology, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5627-9

Kuusela, Petri, Novel Applications and Computational Methods for Electrical Impedance Tomography and X-ray Computed Tomography, PhD thesis, University of Eastern Finland, 2025. http://urn.fi/URN:ISBN:978-952-61-5636-1

Latva-Äijö, Salla-Maaria, Novel Algorithms for Material Decomposition and Classification in Spectral CT Imaging, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://urn.fi/URN:ISBN:978-952-84-1483-4

Meaney, Alexander, Variational Regularization Methods and Open Data for Image Reconstruction in Computed Tomography, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://urn.fi/URN:ISBN:978-952-84-0509-2

Mikkonen, Antti, Computational Approach to Challenges in Radiative Transfer for Remote Sensing of At- mospheric Composition, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/596289  

Panfilov, Egor, Magnetic Resonance Imaging-Based Biomarkers of Knee Osteoarthritis Progression via Deep Learning, PhD thesis, University of Oulu, 2025. https://urn.fi/URN:NBN:fi:oulu-202505143398

Rautio, Siiri, Ill-posed Microlocal Imaging Using Targeted Deep Learning, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/593701

Rojo Garcia, Rodrigo, Bayesian Optimal Experimental Design in Inverse Problems: Applications and Stability, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2025. https://urn.fi/URN:ISBN:978-952-412-223-8

Tenkanen, Maria, Methane Emissions at High Northern Latitudes Estimated by an Atmospheric Inversion Model, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/595170

Tsarsitalidou, Christina, Rayleigh Wave Focal Spot Imaging Applied to Continental Scale Dense Arrays, Dissertationes Universitatis Helsingiensis, PhD thesis, University of Helsinki, 2025. http://hdl.handle.net/10138/602588

2024

Arif, Muhammad Ziaul, Dual-modal electromagnetic tomography for two-phase flows, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5220-2  

Belay, Birhanu Assefa, Advances in Optical Imaging Techniques for In Vitro 3D Cell Culture and Mechanotransduction Studies, PhD thesis, Tampere University 2024. https://urn.fi/URN:ISBN:978-952-03-3697-4  

Forouzandehmehr, Mohamadamin, Mathematical Modeling of Cardiomyocytes Pathophysiology and Biomechanics, PhD thesis, Tampere University, 2024. https://urn.fi/URN:ISBN:978-952-03-3303-4

Härkönen, Teemu, Sequential Monte Carlo and stochastic processes in spectroscopy, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-086-9

Imani, Vandad, Machine learning for early diagnosis of brain disorders based on multimodal data: applications for dementia, Publications of the University of Eastern Finland. Dissertations in Health Sciences, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5184-7

Kauppi, Anu, Bayesian Model Selection, Averaging and Discrepancy in Satellite Remote Sensing of Atmospheric Constituents, FMI Contributions, PhD thesis, University of Helsinki, 2024. http://hdl.handle.net/10138/575947

Koponen, Eero, Background-oriented schlieren imaging for measuring ultrasound fields, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5174-8  

Kykkänen, Antti, Geodesic X-ray Transforms in Non-smooth Riemannian Geometries, JYU Dissertations, PhD thesis, University of Jyväskylä, 2024. https://urn.fi/URN:ISBN:978-952-86-0233-0

Lehtovirta, Sami, Utility of quantitative magnetic resonance imaging for articular cartilage assessment in clinical scenarios, Acta Universitatis Ouluensis. Series D, Medica, PhD thesis, University of Oulu, 2024. https://urn.fi/URN:NBN:fi:oulu-202312203973

Mirmojarabian, Seyed Amir, Novel magnetic resonance imaging applications utilizing rotating frame relaxations, Acta Universitatis Ouluensis. Series D, Medica, PhD thesis, University of Oulu, 2024. https://urn.fi/URN:ISBN:9789526236964

Nurminen, Janne, Inverse problems for the minimal surface equation and semilinear elliptic partial differential equations, JYU Dissertations, PhD thesis, University of Jyväskylä, 2024. https://urn.fi/URN:ISBN:978-952-86-0159-3

Pala, Swetha, Magnetic resonance imaging of articular cartilage in osteoarthritis: studies on robustness and acceleration of quantitative imaging, Publications of the University of Eastern Finland. Dissertations in Science, Forestry and Technology, PhD thesis, University of Eastern Finland, 2024. http://urn.fi/URN:ISBN:978-952-61-5272-1

Puska, Juha-Pekka, Bayesian Optimal Experimental Design in Imaging, PhD thesis, Aalto University, 2024. https://urn.fi/URN:ISBN:978-952-64-1609-0

Rwema, Michel, Statistical analysis of climate variability in Rwanda, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-186-6

Senchukova, Angelina, Flexible priors for rough feature reconstruction in Bayesian inversion, Acta Universitatis Lappeenrantaensis, PhD thesis, Lappeenranta-Lahti University of Technology LUT, 2024. https://urn.fi/URN:ISBN:978-952-412-118-7  

Virta, Riina, Gamma tomography of spent nuclear fuel for geological repository safeguards, PhD thesis, University of Helsinki, 2024. http://hdl.handle.net/10138/575149

Yusuf, Yusuf Oluwatoki, Pathways to Robust Tomographic Full-Wave Radar Imaging of Small Solar System Bodies’ Interior, PhD thesis, Tampere University, 2024. https://urn.fi/URN:ISBN:978-952-03-3652-3