Preprints
Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity
V. Souveton, A. Guillin, J. Jasche, G. Lavaux and M. Michel
arXiv preprint arXiv:2302.01955.
Law of large numbers and central limit theorem for wide two-layer neural networks: the mini-batch and noisy case
A. Descours, A. Guillin, M. Michel and B. Nectoux
arXiv preprint arXiv:2207.12734.
Journal papers
PDMP characterisation of event-chain Monte Carlo algorithms for particle systems
A. Monemvassitis, A. Guillin and M. Michel,
To appear in Journal of Statistical Physics.
Loop-Cluster Monte Carlo Algorithm for Classical Statistical Models
L. Zhang, M. Michel, E. M. Elçi and Y. Deng,
Physical Review Letters 125 (20), 200603 (2020).