Manon Michel
CNRS researcher at the Laboratoire de Mathématiques Blaise Pascal
(CNRS, Université Clermont-Auvergne (France)).
Hello and welcome!
My research lies at the intersection of theoretical physics and mathematics. It covers a broad thematic spectrum, ranging from the study of stochastic dynamics to statistical mechanics, while also developing new sampling and learning algorithms.
The research themes I address can be grouped as follows:
Statistical Mechanics: particle systems, lattice spin systems, phase transitions, out-of-equilibrium physics.
Stochastic Processes: longtime behaviors, Markov processes, nonreversible processes, convergence, coupling, neural network analysis.
High-dimensional Simulations: computational physics, Bayesian inference, Monte Carlo algorithms, unsupervised learning methods, generative models.
You can find an up-to-date list of my publications on Hal or Google Scholar.
