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Mandatory studies (15 ECTS)

CODE

NAME

CREDITS

PERIOD

YEAR

MS-E1651

Numerical matrix computations

5

II

1

MS-E2112

Multivariate statistical analysis

5

III–IV

1

MS-E2122

Nonlinear optimization

5

I–II

1

Core studies (25–45 ECTS)

...

Computational mathematics

CODE

NAME

CREDITS

PERIOD

YEAR

MS-E1142

Computational algebraic geometry

5

I (every other year)

1 or 2

MS-E1461

Hilbert spaces

5

I

1 or 2

MS-E1652

Computational methods for differential equations

5

I

1 or 2

MS-E1653

Finite element method

5

III–IV

1 or 2

MS-E1654

Computational inverse problems

5

IV

1 or 2

Optimization

CODE

NAME

CREDITS

PERIOD

YEAR

MS-E2121

Linear optimization

5

I–II

1 or 2

MS-E2123

Integer optimization

5

III–IV (every other year)

1 or 2

MS-E2134

Decision making and problem solving

5

III–IV

1 or 2

Statistics and probability

CODE

NAME

CREDITS

PERIOD

YEAR

MS-E1600

Probability theory

5

III

1 or 2

MS-E1602

Large random systems

5

IV (every other year)

1 or 2

MS-E1603

Random graphs and network statistics

5

I

1 or 2

CS-E5710

Bayesian data analysis

5

I–II

1 or 2

Students taking a long major select in addition sufficiently many courses in mathematics or other mathematical sciences to obtain a total of 55–65 credits. Courses not in the below list of recommended courses may also be included with the consent of the professor in charge.

Recommended courses

CODE

NAME

CREDITS

PERIOD

YEAR

MS-E1050

Graph theory

5

I (2018-2019)
II (2019-2020)

1 or 2

MS-E1110

Number theory

5

II (2018-2019)
I (2019-2020)

1 or 2

MS-E1111

Galois theory

5

IV (every other year)

1 or 2

MS-E1687

Advanced topics in cryptography

5

III–IV

1 or 2

MS-E1742

Computational mechanics 1

5

I

1 or 2

MS-E1743

Computational mechanics 2

5

II

1 or 2

CS-E3190

Principles of algorithmic techniques

5

I–II

1 or 2

CS-E3210

Machine learning: Basic principles

5

I–II

1 or 2

CS-E4500

Advanced course in algorithms

5

III–IV

1 or 2

CS-E4510

Distributed algorithms

5

I–II

1 or 2

CS-E4320

Cryptography and data security

5

I–II

1 or 2

CS-E4530

Computational complexity theory

5

III–IV

1 or 2

CS-E4555

Combinatorics

5

III–IV

1 or 2

CS-E4580

Programming parallel computers

5

V

1 or 2

CS-E5740

Complex networks

5

I–II

1 or 2

CS-E5745

Mathematical methods for network science

5

III (every other year)

1 or 2

PHYS-E0412

Computational physics

5

III–V

1 or 2

PHYS-E0419

Dynamics of particles, fluids and solids

5

I-II

1 or 2