Inverse problems, which seek to interpret indirect measurements of an unknown, arise in multiple contexts. The FAME Flagship has its roots in Finland’s vibrant inverse problems community and internationally leading research on inverse problems.
Mathematics in general, and inverse problems in particular, are instrumental for the modern data and algorithm-powered societies. As part of their efforts to push forward the next generations of skilled specialists in this essential field, the seven partner universities of FAME have set up the Inverse Problems Network, aiming to make their studies related to inverse problems available for all doctoral students across the network.
A preliminary list of the upcoming courses that are available starting from August 2025
The network is coordinated by the University of Jyväskylä. Registration to courses is possible via SISU or PEPPI.
For more information about a specific course, please look for that course on SISU/PEPPI. If the course has lectures this academic year, the dates are indicated below.
- MS-E1654 – Computational Inverse Problems D; 23.2.2026–10.4.2026
- MS-E1651 – Numerical Matrix Computations D; 2.9.2025–15.10.2025
- MS-E1653 – Finite Element Method D; 7.1.2026–14.4.2026
- MS-C1650 – Numerical Analysis; 20.4.2026–29.5.2026
- MS-E1652 – Computational Methods for Differential Equations D; 20.10.2025–5.12.2025
- BM20A7200 – Bayesian Continuous-Parameter Estimation, 5 credits; 1.9.2025–17.10.2025
- BM20A3700 – Statistical learning, 5 credits; 2.3.2026–17.4.2026
- BM20A7601 – Numerical Methods for Partial Differential Equations, 5 credits; 27.10.2025–12.12.2025
- BM20A3003 – Statistical Parameter Estimation, 5 credits; 7.1.2026–20.2.2026
- BM20A7401 – Inverse Problems, 5 credits; 27.10.2025–12.12.2025
- MATH.APP.730 Inverse Problems
- MATH.APP.720, Optimization Methods; 21.10.2025–11.12.2025
- DATA.STAT.760, Learning from Multiple Sources; 5.1.2026–31.5.2026
- MATH.APP.810, Mathematical Control Theory; 25.8.2025–12.10.2025
- MATH.APP.755, Advanced Mathematical Modelling; 5.1.2026–22.2.2026
- MATH.APP.460, Numerical Analysis; 25.8.2025–12.10.2025
- MATH.MA.850-06 Current Topics in Mathematics: Mathematics of Brain Connectivity Estimation
- MATH.MA.850-08, Finite Element Methods for Engineers and Practitioners; 1.1.2026–1.3.2026
- LS00EK98 Inverse Problems, 5 op; 22.10.2025–29.1.2026
- LS00EK97 Statistical Inverse Problems, 5 op; 7.1.2026–29.4.2026
- LS00EN30 Estimation Theory; 1.9.2025–24.11.2025
- LS00EN04 Finite Element Methods
- LS00EN29 Optimisation, 5op
- LS00DE09 Numerical Approximations of Conservation Laws, 5 op
- MAST31401 Inverse Problems 1: convolution and deconvolution
- MAST31406 Inverse Problems 2: tomography and regularization
- MAST31405 Inverse problems Project work
- MAT21019 Matriisilaskennan sovelluksia (Applications of matrix computations)
- MAT21022 Johdatus valokuvan matematiikkaan (5 op)
- GEOM2003 Applied Geophysics
- GEOM2012 Geodynamics
- GEOM2037 Seismogram and time series analysis
- GEOM2042 Theory of Seismic Waves
- MATS348 Inverse Problems 4-9
- MATS4300 Analysis and X-ray tomography 4; 1.1.2026–8.3.2026
- MATS4310 Geometric inverse problems 5
- MATS4120 Geometry of geodesics 5; 12.1.2026–15.3.2026
- MATS5140 Topics in inverse problems 2-15
- 802676S Introduction to Inverse Problems, 5 op; 1.1.2026–8.3.2026
- 802661S Computational Inverse Problems, 5 op; 9.3.2026–7.5.2026
- 802678S Mathematics of Imaging and Vision, 5 op
- 802679S Principles of Deep Learning, 5 op
- OH00AQ40, Machine learning in Medicine, 5 op
- TE00AT89, Johdatus distribuutioteoriaan