Advanced statistical physics

Description

This course covers non-equilibrium statistical processes and the treatment of fluctuation dissipation relations by Einstein, Boltzmann and Kubo. Moreover, the fundamentals of Markov processes, stochastic differential and Fokker Planck equations, mesoscopic master equation, etc will be treated in detail. Prior knowledge of statistical physics is highly recommended but not required.

Source officielle

https://www.edx.org/course/advanced-statistical-physics

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Séances de ce MOOC (31)

Concepts associés (211)

Cours associés (196)

Publications associées (16)

Localization errors of the stochastic heat equation

David Jean-Michel Candil

In this thesis, we study the stochastic heat equation (SHE) on bounded domains and on the whole Euclidean space

\R^d.

We confirm the intuition that as the bounded domain increases to the whole space

EPFL2022

Advanced statistical physics

Localization errors of the stochastic heat equation

Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs

Localization errors of the stochastic heat equation

Erdos Goes Neural: an Unsupervised Learning Framework for Combinatorial Optimization on Graphs