| High-dimensional MCMC with a standard splitting scheme for the underdamped Langevin diffusion. P Monmarché Electronic Journal of Statistics 15 (2), 4117-4166, 2021 | 78 | 2021 |
| Geometric ergodicity of the bouncy particle sampler A Durmus, A Guillin, P Monmarché The Annals of Applied Probability 30 (5), 2069-2098, 2020 | 74 | 2020 |
| Piecewise deterministic Markov processes and their invariant measures A Durmus, A Guillin, P Monmarché Annales de l'Institut Henri Poincaré (B) Probabilités et Statistiques 57 (3 …, 2021 | 73 | 2021 |
| Likelihood-based non-Markovian models from molecular dynamics H Vroylandt, L Goudenège, P Monmarché, F Pietrucci, B Rotenberg Proceedings of the National Academy of Sciences 119 (13), e2117586119, 2022 | 72 | 2022 |
| Uniform in time propagation of chaos for the 2D vortex model and other singular stochastic systems A Guillin, P Le Bris, P Monmarché Journal of the European Mathematical Society 27 (6), 2359-2386, 2024 | 67 | 2024 |
| Generalized Γ calculus and application to interacting particles on a graph P Monmarché Potential Analysis 50 (3), 439-466, 2019 | 66 | 2019 |
| Piecewise deterministic simulated annealing P Monmarché arXiv preprint arXiv:1410.1656, 2014 | 62 | 2014 |
| Position-dependent memory kernel in generalized Langevin equations: Theory and numerical estimation H Vroylandt, P Monmarché The Journal of Chemical Physics 156 (24), 2022 | 61 | 2022 |
| High-resolution mining of the SARS-CoV-2 main protease conformational space: supercomputer-driven unsupervised adaptive sampling TJ Inizan, F Célerse, O Adjoua, D El Ahdab, LH Jolly, C Liu, P Ren, ... Chemical Science 12 (13), 4889-4907, 2021 | 60* | 2021 |
| Uniform long-time and propagation of chaos estimates for mean field kinetic particles in non-convex landscapes A Guillin, P Monmarché Journal of Statistical Physics 185 (2), 15, 2021 | 56 | 2021 |
| Long-time behaviour and propagation of chaos for mean field kinetic particles P Monmarché Stochastic Processes and their Applications 127 (6), 1721-1737, 2017 | 50 | 2017 |
| Convergence rates for the Vlasov-Fokker-Planck equation and uniform in time propagation of chaos in non convex cases A Guillin, P Le Bris, P Monmarché Electronic Journal of Probability 27, 1-44, 2022 | 49 | 2022 |
| Almost sure contraction for diffusions on Rd. Application to generalized Langevin diffusions P Monmarché Stochastic Processes and their Applications 161, 316-349, 2023 | 42 | 2023 |
| Optimal linear drift for the speed of convergence of an hypoelliptic diffusion A Guillin, P Monmarché | 41 | 2016 |
| Entropic multipliers method for Langevin diffusion and weighted log Sobolev inequalities P Cattiaux, A Guillin, P Monmarché, C Zhang Journal of Functional Analysis 277 (11), 108288, 2019 | 38 | 2019 |
| Hypocoercivity in metastable settings and kinetic simulated annealing P Monmarché Probability Theory and Related Fields 172 (3), 1215-1248, 2018 | 38 | 2018 |
| Étude spectrale minutieuse de processus moins indécis que les autres L Miclo, P Monmarché Séminaire de probabilités xlv, 459-481, 2013 | 31 | 2013 |
| Metastability for systems of interacting neurons E Löcherbach, P Monmarché Annales de l'Institut Henri Poincare (B) Probabilites et statistiques 58 (1 …, 2022 | 27 | 2022 |
| HMC and underdamped Langevin united in the unadjusted convex smooth case N Gouraud, PL Bris, A Majka, P Monmarché SIAM/ASA Journal on Uncertainty Quantification 13 (1), 278-303, 2025 | 26 | 2025 |
| An entropic approach for Hamiltonian Monte Carlo: the idealized case P Monmarché The Annals of Applied Probability 34 (2), 2243-2293, 2024 | 24 | 2024 |
