G. Stoltz

activity

20052023

most citedMachine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems

230 citations · 1.3k across the 68 of their papers we have counts for

collaborators

Showing 2021 · math.PRShow all

2 papers · 2 filters

math.PR2021★ 5 cited

Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics

Alain Durmus, Aurélien Enfroy, Éric Moulines +1

We study the convergence in total variation and $V$ -norm of discretization schemes of the underdamped Langevin dynamics. Such algorithms are very popular and commonly used in molec…

math.PR2021★ 14 cited

Weighted $L^{2}$ -contractivity of Langevin dynamics with singular potentials

Evan Camrud, David P. Herzog, Gabriel Stoltz +1

Convergence to equilibrium of underdamped Langevin dynamics is studied under general assumptions on the potential $U$ allowing for singularities. By modifying the direct approach t…

Uniform minorization condition and convergence bounds for discretizations of kinetic Langevin dynamics

Weighted L2-contractivity of Langevin dynamics with singular potentials

Weighted $L^{2}$ -contractivity of Langevin dynamics with singular potentials