Mathematics

Abstract analysis on groups
Teacher: Nicolas Monod
Algebraic geometry II - schemes and sheaves
Teacher: Domenico Valloni, Alapan Mukhopadhyay
Algebraic geometry III - selected topics
Teacher: Pierre Emmanuel Augustin Descombes
Applied statistics
Teacher: Linda Mhalla
Biostatistics
Teacher: Olivier Colin Pasche
Calculus of variations
Teacher: Alexandre De Faveri
Computational linear algebra
Teacher: Daniel Kressner
Convex geometric analysis
Teacher: Marius Tiba
Dispersive PDEs
Teacher: Joachim Krieger
Distribution and interpolation spaces
Teacher: Mathias Braun
Empirical processes
Teacher: Myrto Limnios
Ergodic theory
Teacher: Florian K. Richter
Functional analysis II
Teacher: Mathias Braun
Functional data analysis
Teacher: Victor Panaretos
Geometry and dynamics of hyperbolic surfaces
Teacher: François Labourie
Gödel and recursivity
Teacher: Jacques Duparc
Harmonic analysis
Teacher: José Palacios
Heat kernel and analysis on manifolds
Teacher: Mathias Braun
Introduction to multi-scale stochastic dynamics
Teacher: Xue-Mei Li
Introduction to stochastic PDEs
Teacher: Martin Hairer
Intrusive and non-intrusive model reduction
Teacher: Benjamin Peherstorfer
Kinetic and non-equilibrium conservation laws
Teacher: Hossein Gorji
Martingales in financial mathematics
Teacher: Michael Schmutz
Mathematical aspects of materials modelling
Teacher: Michael Herbst
Mathematical modelling of behavior
Teacher: Michel Bierlaire
Multivariate statistics
Teacher: Olivier Colin Pasche
Number theory I.a - Algebraic number theory
Teacher: Philippe Michel
Number theory II.c - Selected topics
Teacher: Philippe Michel
Number theory II.d - Cryptography
Teacher: Dimitar Jetchev
Numerical analysis and computational mathematics
Teacher: Laura Grigori
Numerical approximation of PDEs
Teacher: Annalisa Buffa, Pablo Antolin Sanchez
Numerical integration of dynamical systems
Teacher: Adrian Blumenthal
Numerical integration of stochastic differential equations
Teacher: Fabio Nobile
Optimal transport
Teacher: Maria Colombo
Optimization on manifolds
Teacher: Nicolas Boumal
Parallel and high-performance computing
Teacher: Pablo Antolin Sanchez
Probabilistic models of modern AI
Teacher: Clément Hongler
Programming concepts in scientific computing
Teacher: Guillaume Anciaux
Randomized matrix computations
Teacher: Daniel Kressner
Regression methods
Teacher: Myrto Limnios
Representation theory II - Lie algebras
Teacher: Andrei Negut
Representation theory III - infinite dim. algebras
Teacher: Andrei Negut
Riemann surfaces
Teacher: Ilaria Viglino
Scientific machine learning
Teacher: Benjamin Peherstorfer
Spectral theory
Teacher: Paolo Ventura
Statistical analysis of network data
Teacher: Sofia Charlotta Olhede
Statistical computation and visualisation
Teacher: Linda Mhalla
Statistical inference
Teacher: Sven Wang
Statistical machine learning
Teacher: Guillaume Obozinski, Myrto Limnios
Stochastic simulation
Teacher: Fabio Nobile
Student seminar in pure mathematics
Teacher: Dimitri Stelio Wyss
Theory of stochastic calculus
Teacher: Keefer Rowan
Topology IV.b - Algebraic K-theory
Teacher: Kathryn Hess Bellwald
Topology IV.b - homotopy theory
Teacher: Jérôme Scherer