Compulsory courses, M2 First semester, courses
Statistical field theory
While statistical mechanics deals with averages and fluctuations of global quantities, statistical field theory copes with their spatial fluctuations and correlations. By the so-called coarse-graining… Read More
Compulsory courses, M2 First semester, courses
Computational science
Machine learning (ML) is one of the most dynamic and exciting areas in modern data-driven research. Built upon inspiration from fields as different as statistics,… Read More
Compulsory courses, M2 First semester, courses
Stochastic processes
Stochastic phenomena, the description of which involves randomness, are ubiquitous in physics, chemistry, biology and beyond (information theory, computer science, economy etc.). The goal is… Read More
Compulsory courses, M2 First semester, courses
Nonlinear physics
The physics of so-called « complex » systems is based on a multitude of coexisting dynamic mechanisms, on a multiplicity of spatial or temporal scales, or on… Read More