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ORCIDGabriel Stoltz
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2020 – today
- 2024
[i19]Tony Lelièvre, Grigorios A. Pavliotis, Geneviève Robin, Régis Santet, Gabriel Stoltz:
Optimizing the diffusion coefficient of overdamped Langevin dynamics. CoRR abs/2404.12087 (2024)- [i18]Shiva Darshan, Andreas Eberle, Gabriel Stoltz:
Sticky coupling as a control variate for sensitivity analysis. CoRR abs/2409.15500 (2024) - [i17]Pierre Monmarché, Renato Spacek, Gabriel Stoltz:
Transient subtraction: A control variate method for computing transport coefficients. CoRR abs/2410.00212 (2024) - [i16]Grigorios A. Pavliotis, Renato Spacek, Gabriel Stoltz, Urbain Vaes:
Neural network approaches for variance reduction in fluctuation formulas. CoRR abs/2410.00278 (2024) - [i15]Tony Lelièvre, Régis Santet, Gabriel Stoltz:
Improving sampling by modifying the effective diffusion. CoRR abs/2410.00525 (2024) - 2023
- [j24]Inass Sekkat, Gabriel Stoltz:
Mini-batching error and adaptive Langevin dynamics. J. Mach. Learn. Res. 24: 329:1-329:58 (2023) - [j23]Grigorios A. Pavliotis
, Gabriel Stoltz, Urbain Vaes:
Mobility Estimation for Langevin Dynamics Using Control Variates. Multiscale Model. Simul. 21(2): 680-715 (2023) - [j22]Renato Spacek, Gabriel Stoltz:
Extending the Regime of Linear Response with Synthetic Forcings. Multiscale Model. Simul. 21(4): 1602-1643 (2023) - [i14]Renato Spacek, Gabriel Stoltz:
Extending the regime of linear response with synthetic forcings. CoRR abs/2303.03551 (2023) - [i13]Tony Lelièvre, Régis Santet, Gabriel Stoltz:
Unbiasing Hamiltonian Monte Carlo algorithms for a general Hamiltonian function. CoRR abs/2303.15918 (2023) - [i12]Noé Blassel, Gabriel Stoltz:
Fixing the flux: A dual approach to computing transport coefficients. CoRR abs/2305.08224 (2023) - [i11]Evan Camrud, Alain Oliviero Durmus, Pierre Monmarché, Gabriel Stoltz:
Second order quantitative bounds for unadjusted generalized Hamiltonian Monte Carlo. CoRR abs/2306.09513 (2023) - 2022
- [i10]Tony Lelièvre, Geneviève Robin, Inass Sekkat, Gabriel Stoltz, Gabriel Victorino Cardoso:
Generative methods for sampling transition paths in molecular dynamics. CoRR abs/2205.02818 (2022) - [i9]Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes:
Mobility estimation for Langevin dynamics using control variates. CoRR abs/2206.09781 (2022) - [i8]Gabriel Stoltz:
Error estimates and variance reduction for nonequilibrium stochastic dynamics. CoRR abs/2211.10717 (2022) - 2021
- [j21]Grigorios A. Pavliotis, Gabriel Stoltz, Urbain Vaes:
Scaling Limits for the Generalized Langevin Equation. J. Nonlinear Sci. 31(1): 8 (2021) - [j20]Djalil Chafaï, Grégoire Ferré, Gabriel Stoltz:
Coulomb Gases Under Constraint: Some Theoretical and Numerical Results. SIAM J. Math. Anal. 53(1): 181-220 (2021) - [i7]Zineb Belkacemi, Paraskevi Gkeka, Tony Lelièvre, Gabriel Stoltz:
Chasing Collective Variables using Autoencoders and biased trajectories. CoRR abs/2104.11061 (2021) - [i6]Inass Sekkat, Gabriel Stoltz:
Removing the mini-batching error in Bayesian inference using Adaptive Langevin dynamics. CoRR abs/2105.10347 (2021) - [i5]Alain Durmus, Aurélien Enfroy, Éric Moulines, Gabriel Stoltz:
Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics. CoRR abs/2107.14542 (2021) - [i4]Petr Plechác, Gabriel Stoltz, Ting Wang:
Martingale product estimators for sensitivity analysis in computational statistical physics. CoRR abs/2112.00126 (2021) - 2020
- [j19]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Correction to: Hybrid Monte Carlo methods for sampling probability measures on submanifolds. Numerische Mathematik 144(2): 447-449 (2020) - [j18]Benedict J. Leimkuhler, Matthias Sachs, Gabriel Stoltz:
Hypocoercivity Properties of Adaptive Langevin Dynamics. SIAM J. Appl. Math. 80(3): 1197-1222 (2020) - [c1]Loucas Pillaud-Vivien, Francis R. Bach, Tony Lelièvre, Alessandro Rudi, Gabriel Stoltz:
Statistical Estimation of the Poincaré constant and Application to Sampling Multimodal Distributions. AISTATS 2020: 2753-2763 - [i3]Tony Lelièvre, Gabriel Stoltz, Wei Zhang:
Multiple projection MCMC algorithms on submanifolds. CoRR abs/2003.09402 (2020)
2010 – 2019
- 2019
- [j17]Julien Roussel, Gabriel Stoltz:
A Perturbative Approach to Control Variates in Molecular Dynamics. Multiscale Model. Simul. 17(1): 552-591 (2019) - [j16]Grégoire Ferré, Gabriel Stoltz:
Error estimates on ergodic properties of discretized Feynman-Kac semigroups. Numerische Mathematik 143(2): 261-313 (2019) - [j15]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Hybrid Monte Carlo methods for sampling probability measures on submanifolds. Numerische Mathematik 143(2): 379-421 (2019) - [i2]Benedict J. Leimkuhler, Matthias Sachs, Gabriel Stoltz:
Hypocoercivity properties of adaptive Langevin dynamics. CoRR abs/1908.09363 (2019) - [i1]Ting Wang, Gabriel Stoltz, Petr Plechác:
Convergence of the likelihood ratio method for linear response of non-equilibrium stationary states. CoRR abs/1910.02479 (2019) - 2018
- [j14]Gabriel Stoltz, Zofia Trstanova:
Langevin Dynamics With General Kinetic Energies. Multiscale Model. Simul. 16(2): 777-806 (2018) - 2017
- [j13]Gabriel Stoltz:
Stable schemes for dissipative particle dynamics with conserved energy. J. Comput. Phys. 340: 451-469 (2017) - [j12]Pierre Terrier, Manuel Athènes, Thomas Jourdan, Gilles Adjanor, Gabriel Stoltz:
Cluster dynamics modelling of materials: A new hybrid deterministic/stochastic coupling approach. J. Comput. Phys. 350: 280-295 (2017) - [j11]M. Fathi, Gabriel Stoltz:
Improving dynamical properties of metropolized discretizations of overdamped Langevin dynamics. Numerische Mathematik 136(2): 545-602 (2017) - [j10]Gersende Fort, Benjamin Jourdain, Tony Lelièvre, Gabriel Stoltz:
Self-healing umbrella sampling: convergence and efficiency. Stat. Comput. 27(1): 147-168 (2017) - 2016
- [j9]Tony Lelièvre, Gabriel Stoltz:
Partial differential equations and stochastic methods in molecular dynamics. Acta Numer. 25: 681-880 (2016) - [j8]Thomas Jourdan, Gabriel Stoltz, Frédéric Legoll, Laurent Monasse:
An accurate scheme to solve cluster dynamics equations using a Fokker-Planck approach. Comput. Phys. Commun. 207: 170-178 (2016) - 2015
- [j7]Gersende Fort, Benjamin Jourdain, Estelle Kuhn, Tony Lelièvre, Gabriel Stoltz:
Convergence of the Wang-Landau algorithm. Math. Comput. 84(295): 2297-2327 (2015) - 2013
- [j6]Rémi Joubaud, Gabriel Stoltz:
Erratum: Nonequilibrium Shear Viscosity Computations with Langevin Dynamics. Multiscale Model. Simul. 11(1): 411-414 (2013) - 2012
- [j5]Rémi Joubaud, Gabriel Stoltz:
Nonequilibrium Shear Viscosity Computations with Langevin Dynamics. Multiscale Model. Simul. 10(1): 191-216 (2012) - [j4]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Langevin dynamics with constraints and computation of free energy differences. Math. Comput. 81(280): 2071-2125 (2012) - [j3]Nicolas Chopin, Tony Lelièvre, Gabriel Stoltz:
Free energy methods for Bayesian inference: efficient exploration of univariate Gaussian mixture posteriors. Stat. Comput. 22(4): 897-916 (2012)
2000 – 2009
- 2007
- [j2]Tony Lelièvre, Mathias Rousset, Gabriel Stoltz:
Computation of free energy differences through nonequilibrium stochastic dynamics: The reaction coordinate case. J. Comput. Phys. 222(2): 624-643 (2007) - [j1]Gabriel Stoltz:
Path sampling with stochastic dynamics: Some new algorithms. J. Comput. Phys. 225(1): 491-508 (2007)
Coauthor Index
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