Applied mathematics - mathematics of imaging
Directors of the specialization: Tapio Helin and Samuli Siltanen

Directors of the specialization: Tapio Helin and Samuli Siltanen

Mandatory core course
MAST31002 Functional analysis (10 cr)

Specialization courses, at least 10 cr from this list
MAST31402 Bayesian inversion (10 cr)
MAST31401 Inverse problems 1: convolution and deconvolution (5 cr)
MAST31405 Inverse problems project work (5 cr)

MAST30001 Master´s thesis seminar (5 cr)
MAST31000 Master´s thesis (30 cr) (the link includes grading scale and criteria)

Other advanced courses from the list of core courses, mathematics, applied mathematics, statistics courses and/or courses from other programmes as approved in personal study plan.

Other requirements, such as possibly required bachelor's level mathematics courses (the module 0-35 cr other studies) are explained here:

Schedule and instructions of mathematics of imaging studies

Dir­ect­ors of the spe­cial­iz­a­tion

Tapio Helin and Samuli Siltanen

Per­sons re­spons­ible for dis­cuss­ing the study plans

Tapio Helin and Samuli Siltanen

Model study plan


Year I (55cr)


Functional analysis 10 cr

Topology II 10 cr

Real analysis I 5 cr


Fourier analysis I+II 10 cr

PDE I 10 cr

Bayesian inversion 10 cr.    

Year 2 (35cr)


PDE II 10 cr

Introduction to wavelets and Fourier analysis 5 cr

Integral equations 10 cr

Pro gradu seminar starts

Pro gradu work starts


Inverse Problems 10 cr.

Pro gradu, 30 cr., completed + Pro gradu seminar 5 cr.