Current Study Plan

Official study plans

The official study plans and rules are available in excel and word formats at the web page Study plans and regulations of the school. In particular, you will find there the details about the lists.

Science et ing�nierie computationelles 2024-25

Block 1

Courses

Code

Programs

Lecturers

Specialisations/Orientations

Master 1

l

e

p

Master 2

l

e

p

Exam

Credits

Advanced numerical analysis II

MATH-351

MA

Picasso

2h

2h

Written

5

CS-250

IN

Chiesa
Svensson

4h

2h

Written

8

Computer simulation of physical systems I

PHYS-403

PH

Pasquarello

2h

2h

Oral

4

Image processing I

MICRO-511

MT

Unser
Van De Ville

3h

Written

3

Machine learning

CS-433

IN

Flammarion
Jaggi

4h

2h

2h

Written

8

Molecular dynamics and Monte-Carlo simulation

CH-351

CGC

R�thlisberger

1h

1h

During the semester

2

Numerical analysis and computational mathematics

MATH-456

MA

Grigori

2h

2h

Written

4

Parallel and high-performance computing

MATH-454

MA

Antolin Sanchez

2h

1h

1h

Oral

4

Parallelism and concurrency in software

CS-302

IN

Falsafi

3h

1h

2h

During the semester

6

Programming concepts in scientific computing (only for master students in Civil Engineering and Computational Science)

MATH-458

MA

Anciaux

2h

2h

During the semester

4

Block SHS Master

Courses

Code

Programs

Lecturers

Specialisations/Orientations

Master 1

l

e

p

Master 2

l

e

p

Exam

Credits

HSS : Introduction to project

SHS

Divers enseignants

3

SHS

Divers enseignants

3

Group 1

Courses

Code

Programs

Lecturers

Specialisations/Orientations

Master 1

l

e

p

Master 2

l

e

p

MP Autumn

l

e

p

MP Spring

l

e

p

Exam

Credits

MATH-591

MA

Profs divers

8h

8h

During the semester

8

MATH-592

MA

Profs divers

8h

8h

During the semester

8

Engineering internship (master in computational sciences and engineering (Stage d'au minimum 8 semaines apr�s le 2�me semestre de Master. Inscription par la bourse aux stages)

MATH-595

MA

Profs divers

320h

320h

320h

320h

During the semester

8

Group 2

Courses

Code

Programs

Lecturers

Specialisations/Orientations

Master 1

l

e

p

Master 2

l

e

p

Exam

Credits

Advanced multiprocessor architecture

CS-471

IN

Falsafi

4h

8h

During the semester

8

CS-450

IN

Kapralov
Svensson

4h

3h

Written

8

Applied data analysis

CS-401

SC

Brbic

2h

2h

Written

8

Atomistic and quantum simulations of materials

MSE-468

MX

Pizzi

3h

1h

During the semester

4

Computational linear algebra

MATH-453

MA

Kressner

2h

2h

Written

5

Computational methods in molecular quantum mechanics

CH-452

CGC

Bonella

2h

1h

Oral

4

Computational neurosciences: neuronal dynamics

NX-465

NX

Gerstner

2h

2h

Written

5

EE-559

EL

Cavallaro

2h

2h

During the semester

4

Deep learning in biomedicine (Pas donn� en 2024-25)

CS-502

IN

2h

1h

2h

During the semester

6

Deep reinforcement learning

CS-456

IN

Gulcehre

2h

1h

1h

Written

6

Distributed intelligent systems

ENG-466

SIE

Martinoli

2h

2h

Oral

5

Dynamical system theory for engineers (Cours biennal)

COM-502

SC

Thiran

3h

1h

Written

6

Environmental transport phenomena

ENG-420

SIE

Crouzy
Port�-Agel

2h

1h

2h

Written

5

Foundations of Data Science

COM-406

IN

Gastpar
Urbanke

4h

2h

Written

8

Geometric computing

CS-457

IN

Pauly

3h

1h

1h

Written

6

HPC for numerical methods and data analysis

MATH-505

MA

Grigori

2h

2h

Oral

5

ME-444

GM

Gallaire

2h

2h

Written

5

Image processing II

MICRO-512

MT

Liebling
Sage
Unser
Van De Ville

3h

Written

3

Information security and privacy

COM-402

IN

Payer

3h

1h

2h

Written

8

ME-466

GM

Gallaire

2h

1h

Written

3

Introduction to electronic structure methods

CH-353

CGC

R�thlisberger

2h

2h

During the semester

4

Mathematical modelling of behavior

MATH-463

MA

Bierlaire

2h

2h

Written

5

Mathematics of data: from theory to computation

EE-556

EL

Cevher

3h

3h

Written

6

Molecular quantum dynamics

CH-453

CGC

Vanicek

2h

1h

Oral

3

Numerical approximation of PDEs

MATH-451

MA

Buffa

2h

2h

Written

5

Numerical flow simulation

ME-474

GM

Boujo

2h

2h

During the semester

5

Numerical integration of dynamical systems

MATH-452

MA

Blumenthal

2h

2h

Written

5

Numerical integration of stochastic differential equations

MATH-450

MA

Nobile

2h

2h

Written

5

Numerical methods for conservation laws

MATH-459

MA

Licht

2h

2h

Oral

5

Numerics for fluids, structures & electromagnetics (Pas donn� en 2024-25. Cours donn� en alternance tous les deux ans.)

MATH-468

MA

2h

2h

Oral

5

Optimization for machine learning

CS-439

IN

Flammarion

2h

2h

1h

Written

8

Principles and applications of systems biology

ChE-411

CGC

Hatzimanikatis

2h

1h

During the semester

3

Randomized matrix computations (Cours donn� en alternance tous les deux ans)

MATH-403

MA

Kressner

2h

2h

Oral

5

Statistics for data science

MATH-413

MA

Chandak
Limnios

4h

2h

Written

8

Stochastic simulation

MATH-414

MA

Nobile

2h

2h

Written

5

Structural biology

BIO-315

SV

Dal Peraro

2h

2h

During the semester

4

Systems for data management and data science

CS-460

IN

Ailamaki
Kermarrec

2h

2h

2h

Written

8

ME-467

GM

Schneider

3h

2h

During the semester

5

Understanding advanced molecular simulation

CH-420

CGC

Smit

2h

1h

During the semester

4

Master project

Courses

Code

Programs

Lecturers

Specialisations/Orientations

MP Autumn

l

e

p

MP Spring

l

e

p

Exam

Credits

Projet de master en science et ing�nierie computationelles

MATH-598

MA

Profs divers

900h

900h

Oral

30