Stoltz, Gabriel
- Chasing Collective Variables using Autoencoders and biased trajectories
2021/04/22 by Belkacemi, Zineb, Gkeka, Paraskevi, Lelièvre, Tony +1 · 4 citations
#Biological Physics (physics.bio-ph) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Machine learning force fields and coarse-grained variables in molecular\n dynamics: application to materials and biological systems
2020/04/15 by Paraskevi Gkeka, Gkeka, Paraskevi, Gabriel Stoltz +31 · 4 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Materials Science · #Biomolecules (q-bio.BM) #Computational Physics (physics.comp-ph) #FOS: Biological sciences #FOS: Physical sciences #Machine Learning in Materials Science #Mass Spectrometry Techniques and Applications #Protein Structure and Dynamics
- Langevin dynamics with constraints and computation of free energy differences
2010/06/25 by Lelievre, Tony, Rousset, Mathias, Stoltz, Gabriel · 2 citations
#FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
- Spectral methods for Langevin dynamics and associated error estimates
2017/02/15 by Roussel, Julien, Stoltz, Gabriel · 2 citations
#FOS: Mathematics #FOS: Physical sciences #Mathematical Physics (math-ph) #Numerical Analysis (math.NA)
- More on the long time stability of Feynman-Kac semigroups
2018/07/01 by Ferré, Grégoire, Rousset, Mathias, Stoltz, Gabriel · 2 citations
#FOS: Mathematics #Functional Analysis (math.FA) #Probability (math.PR)
- How to construct decay rates for kinetic Fokker--Planck equations?
2023/02/28 by Brigati, Giovanni, Stoltz, Gabriel · 3 citations
#Analysis of PDEs (math.AP) #FOS: Mathematics #Functional Analysis (math.FA)
- Free energy calculations: An efficient adaptive biasing potential method
2009/11/11 by Dickson, Bradley M., Legoll, Frederic, Lelievre, Tony +2 · 1 citation
#FOS: Physical sciences #Other Condensed Matter (cond-mat.other) #Statistical Mechanics (cond-mat.stat-mech)
- Free Energy Methods for Bayesian Inference: Efficient Exploration of Univariate Gaussian Mixture Posteriors
2010/03/01 by Chopin, Nicolas, Lelievre, Tony, Stoltz, Gabriel · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Statistics Theory (math.ST)
- Convergence of the Wang-Landau algorithm
2012/07/30 by Fort, Gersende, Jourdain, Benjamin, Kuhn, Estelle +2 · 1 citation
#60J05 #65C05 #82C80 #FOS: Mathematics #Probability (math.PR) #Statistics Theory (math.ST)
- Optimizing the diffusion coefficient of overdamped Langevin dynamics
2024/04/18 by Lelièvre, Tony, Pavliotis, Grigorios A., Robin, Geneviève +2 · 3 citations
#FOS: Mathematics #Numerical Analysis (math.NA)
- Hybrid Monte Carlo methods for sampling probability measures on submanifolds
2018/07/06 by Lelièvre, Tony, Rousset, Mathias, Stoltz, Gabriel · 2 citations
#65C40 #65P10 #82-08 #FOS: Mathematics #Numerical Analysis (math.NA)
- A spectral approach to the narrow escape problem in the disk
2024/01/12 by Tony Lelièvre, Mohamad Rachid, Lelièvre, Tony +3 · 2 citations
Mathematics · Biochemistry, Genetics and Molecular Biology · Medicine · #Stochastic processes and statistical mechanics #Diffusion and Search Dynamics #Mathematical and Theoretical Epidemiology and Ecology Models
- Statistical Estimation of the Poincar 'e constant and Application to\n Sampling Multimodal Distributions
2019/10/22 by Loucas Pillaud‐Vivien, Pillaud-Vivien, Loucas, Francis Bach +7 · 1 citation
Computer Science · Decision Sciences · Mathematics · Physics and Astronomy · #Bayesian Methods and Mixture Models #FOS: Mathematics #Gaussian Processes and Bayesian Inference #Markov Chains and Monte Carlo Methods #Optimization and Control (math.OC) #Probabilistic and Robust Engineering Design #Probability (math.PR) #Statistical Mechanics and Entropy
- Analyzing multimodal probability measures with autoencoders
2023/10/05 by Lelièvre, Tony, Pigeon, Thomas, Stoltz, Gabriel +1 · 2 citations
#Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Statistical Mechanics (cond-mat.stat-mech)
- Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics
2021/07/30 by Durmus, Alain, Enfroy, Aurélien, Moulines, Éric +1 · 1 citation
#Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Numerical Analysis (math.NA) #Probability (math.PR)
- Generative methods for sampling transition paths in molecular dynamics
2022/05/05 by Lelièvre, Tony, Robin, Geneviève, Sekkat, Inass +2 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Explicit convergence rates of underdamped Langevin dynamics under weighted and weak Poincaré--Lions inequalities
2024/07/22 by Brigati, Giovanni, Stoltz, Gabriel, Wang, Andi Q. +1 · 2 citations
#Analysis of PDEs (math.AP) #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Mathematics #Probability (math.PR)
- Unbiasing Hamiltonian Monte Carlo algorithms for a general Hamiltonian\n function
2023/03/28 by Tony Lelièvre, Régis Santet, Lelièvre, Tony +3 · 1 citation
Mathematics · #Markov Chains and Monte Carlo Methods #Mathematical Approximation and Integration #Stochastic processes and statistical mechanics
- Multiple projection MCMC algorithms on submanifolds
2020/03/20 by Tony Lelièvre, Gabriel Stoltz, Lelièvre, Tony +3 · 1 citation
Mathematics · Computer Science · #Markov Chains and Monte Carlo Methods #Bayesian Methods and Mixture Models #Statistical Methods and Inference
- Friction-adaptive descent: a family of dynamics-based optimization methods
2023/06/11 by Karoni, Aikaterini, Leimkuhler, Benedict, Stoltz, Gabriel · 1 citation
#Dynamical Systems (math.DS) #FOS: Mathematics #Optimization and Control (math.OC)
- Improving sampling by modifying the effective diffusion
2024/10/01 by Lelièvre, Tony, Santet, Régis, Stoltz, Gabriel · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)
- Dynamical reweighting for estimation of fluctuation formulas
2025/04/16 by Gastaldello, Raphaël, Stoltz, Gabriel, Vaes, Urbain · 1 citation
#FOS: Mathematics #Numerical Analysis (math.NA)