MS-E1654 - Computational inverse problems, 25.02.2019-05.04.2019
Kurssiasetusten perusteella kurssi on päättynyt 05.04.2019 Etsi kursseja: MS-E1654
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Osion kuvaus
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The preferable way to register is via WebOodi. Alternatively you can just show up at the first lecture at 14-16 on Monday, February 25 in M3 (M234). The first exercise session is held at 14-16 on Friday, March 1 in M2 (M233).
The students are assumed to participate actively in the course by weekly returning their solutions to one home assignment (typically involving MATLAB computations). 25% of the overall grade is based on the home assignments and 75% on a home exam.
The preliminary weekly timetable is as follows:
- Week 1: Motivation and (truncated) singular value decomposition
- Week 2: Morozov discrepancy principle and Tikhonov regularization
- Week 3: Regularization by truncated iterative methods
- Week 4: Motivation and preliminaries of Bayesian inversion, preliminaries of sampling
- Week 5: Prior models, Gaussian densities, MCMC (Metropolis-Hastings algorithm)
- Week 6: MCMC (Gibbs sampler), hypermodels
- Week 1: Motivation and (truncated) singular value decomposition