Manon Michel

Publications

Article dans une revue (14)

Jamming pair of general run-and-tumble particles: exact results, symmetries and steady-state universality classes Leo Hahn,Arnaud Guillin,Manon Michel Journal of Physics A: Mathematical and Theoretical, 2025, 58 (15), pp.155001. ⟨10.1088/1751-8121/adc3df⟩ Article dans une revue hal-04164034v2
Bosonized 1D quantum systems through enhanced Event-Chain Monte Carlo Oscar Bouverot-Dupuis,Alberto Rosso,Manon Michel Physical Review B, 2025, 112 (3), pp.035148. ⟨10.1103/k43n-yz82⟩ Article dans une revue hal-04994186v2
Long-time analysis of a pair of on-lattice and continuous run-and-tumble particles with jamming interactions Arnaud Guillin,Leo Hahn,Manon Michel Journal of Statistical Physics, 2025, 192 (9), pp.123. ⟨10.1007/s10955-025-03485-y⟩ Article dans une revue hal-04792894v2
Law of large numbers and central limit theorem for wide two-layer neural networks: the mini-batch and noisy case Arnaud Descours,Arnaud Guillin,Manon Michel,Boris Nectoux Journal of Machine Learning Research, 2024, 25 (208), pp.1--76 Article dans une revue hal-03737557v2
Necessary and sufficient symmetries in Event-Chain Monte Carlo with generalized flows and Application to hard dimers Tristan Guyon,Arnaud Guillin,Manon Michel The Journal of Chemical Physics, 2023, 160 (2), pp.024117. ⟨10.1063/5.0168077⟩ Article dans une revue hal-04164032v2
PDMP characterisation of event-chain Monte Carlo algorithms for particle systems Athina Monemvassitis,Arnaud Guillin,Manon Michel Journal of Statistical Physics, 2023, 190 (3), pp.66. ⟨10.1007/s10955-023-03069-8⟩ Article dans une revue hal-03759174v2
Forward Event-Chain Monte Carlo: Fast sampling by randomness control in irreversible Markov chains Manon Michel,Alain Durmus,Stéphane Sénécal Journal of Computational and Graphical Statistics, 2020, ⟨10.1080/10618600.2020.1750417⟩ Article dans une revue hal-03019911v1
Loop-Cluster Coupling and Algorithm for Classical Statistical Models Lei Zhang,Manon Michel,Eren M. Elçi,Youjin Deng Physical Review Letters, 2020, ⟨10.1103/PhysRevLett.125.200603⟩ Article dans une revue hal-03019894v1
Clock Monte Carlo methods Manon Michel,Xiaojun Tan,Youjin Deng Physical Review E , 2019, ⟨10.1103/PhysRevE.99.010105⟩ Article dans une revue hal-03019937v1
Event-chain Monte Carlo algorithms for three- and many-particle interactions Julian Harland,Manon Michel,Tobias A. Kampmann,Jan Kierfeld EPL - Europhysics Letters, 2017, ⟨10.1209/0295-5075/117/30001⟩ Article dans une revue hal-03019967v1
Event-chain Monte Carlo for classical continuous spin models Manon Michel,Johannes Mayer,Werner Krauth EPL - Europhysics Letters, 2015, ⟨10.1209/0295-5075/112/20003⟩ Article dans une revue hal-03019988v1
Event-chain algorithm for the Heisenberg model: Evidence for $z \simeq 1$ dynamic scaling Yoshihiko Nishikawa,Manon Michel,Werner Krauth,Koji Hukushima Physical Review E , 2015, ⟨10.1103/PhysRevE.92.063306⟩ Article dans une revue hal-03019980v1
Generalized event-chain Monte Carlo: Constructing rejection-free global-balance algorithms from infinitesimal steps Manon Michel,Sebastian C. Kapfer,Werner Krauth The Journal of Chemical Physics, 2014, 140 (5), pp.054116. ⟨10.1063/1.4863991⟩ Article dans une revue hal-03019998v1
Mass distributions of stars and cores in young groups and clusters Manon Michel,Helen Kirk,Philip C. Myers The Astrophysical Journal, 2011, ⟨10.1088/0004-637X/735/1/51⟩ Article dans une revue hal-03020007v1

Communication dans un congrès (2)

Fixed-kinetic Neural Hamiltonian Flows for enhanced interpretability and reduced complexity Vincent Souveton,Arnaud Guillin,Jens Jasche,Guilhem Lavaux,Manon Michel 27th International Conference on Artificial Intelligence and Statistics (AISTATS) 2024, May 2024, Valencia, France. ⟨10.48550/arXiv.2302.01955⟩ Communication dans un congrès hal-03976501v2
Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference Arnaud Descours,Tom Huix,Arnaud Guillin,Manon Michel,Éric Moulineset al. The Thirty Sixth Annual Conference on Learning Theory, Jul 2023, Bangalore, India. pp.4657-4695 Communication dans un congrès hal-04153801v1

Pré-publication, Document de travail (3)

Activity-driven clustering of jamming run-and-tumble particles: Exact three-body steady state by dynamical symmetry Leo Hahn,Arnaud Guillin,Manon Michel 2025 Pré-publication, Document de travail (preprint/prepublication) hal-05251588v1
Convergence of non-reversible Markov processes via lifting and flow Poincaré inequality Andreas Eberle,Arnaud Guillin,Leo Hahn,Francis Lörler,Manon Michel 2025 Pré-publication, Document de travail hal-04977666v2
Central Limit Theorem for Bayesian Neural Network trained with Variational Inference Arnaud Descours,Tom Huix,Arnaud Guillin,Manon Michel,Éric Moulineset al. 2024 Pré-publication, Document de travail hal-04599502v1

Thèse (1)

Irreversible Markov chains by the factorized Metropolis filter : algorithms and applications in particle systems and spin models Manon Michel Statistical Mechanics [cond-mat.stat-mech]. Université Paris sciences et lettres, 2016. English. ⟨NNT : 2016PSLEE039⟩ Thèse tel-01394204v2