16 citations · 29 across the 7 of their papers we have counts for
6 papers · 1 filter
Necessary and sufficient symmetries in Event-Chain Monte Carlo with generalized flows and Application to hard dimers
Tristan Guyon, Arnaud Guillin, Manon Michel
Event-Chain Monte Carlo (ECMC) methods generate continuous-time and non-reversible Markov processes which often display significant accelerations compared to reversible counterpart…
Jamming pair of general run-and-tumble particles: Exact results, symmetries and steady-state universality classes
Leo Hahn, Arnaud Guillin, Manon Michel
While run-and-tumble particles are a foundational model for self-propelled particles as bacteria or Janus particles, the analytical derivation of their steady state from the micros…
PDMP characterisation of event-chain Monte Carlo algorithms for particle systems
Athina Monemvassitis, Arnaud Guillin, Manon Michel
Monte Carlo simulations of systems of particles such as hard spheres or soft spheres with singular kernels can display around a phase transition prohibitively long convergence time…
Loop-Cluster Coupling and Algorithm for Classical Statistical Models
Lei Zhang, Manon Michel, Eren M. Elçi +1
Potts spin systems play a fundamental role in statistical mechanics and quantum field theory, and can be studied within the spin, the Fortuin-Kasteleyn (FK) bond or the -flow (l…
Clock Monte Carlo methods
Manon Michel, Xiaojun Tan, Youjin Deng
We propose the clock Monte Carlo technique for sampling each successive chain step in constant time. It is built on a recently proposed factorized transition filter and its core fe…
Event-chain Monte Carlo algorithms for three- and many-particle interactions
Julian Harland, Manon Michel, Tobias A. Kampmann +1
We generalize the rejection-free event-chain Monte Carlo algorithm from many particle systems with pairwise interactions to systems with arbitrary three- or many-particle interacti…