Manon Michel

20
Documents

Publications

Publications

Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

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
Deposit thumbnail

Law of Large Numbers for Bayesian two-layer Neural Network trained with Variational Inference

Arnaud Descours , Tom Huix , Arnaud Guillin , Manon Michel , Éric Moulines et al.

The Thirty Sixth Annual Conference on Learning Theory, Jul 2023, Bangalore, India. pp.4657-4695

Communication dans un congrès hal-04153801v1