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

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23 papers · 1 filter

cond-mat.stat-mech2023

Fixing the flux: A dual approach to computing transport coefficients

Noé Blassel, Gabriel Stoltz

We present a method to compute transport coefficients in molecular dynamics. Transport coefficients quantify the linear dependencies of fluxes in non-equilibrium systems subject to…

cond-mat.stat-mech2020★ 4 cited

Thermo-mechanical transport in rotor chains

Alessandra Iacobucci, Stefano Olla, Gabriel Stoltz

We study the macroscopic profiles of temperature and angular momentum in the stationary state of chains of rotors under a thermo-mechanical forcing applied at the boundaries. These…

cond-mat.stat-mech2017

Stable and accurate schemes for smoothed dissipative particle dynamics

Gérôme Faure, Gabriel Stoltz

Smoothed Dissipative Particle Dynamics (SDPD) is a mesoscopic particle method which allows to select the level of resolution at which a fluid is simulated. The numerical integratio…

cond-mat.stat-mech2016★ 12 cited

Stable schemes for dissipative particle dynamics with conserved energy

Gabriel Stoltz

This article presents a new numerical scheme for the discretization of dissipative particle dynamics with conserved energy. The key idea is to reduce elementary pairwise stochastic…

cond-mat.stat-mech2016★ 14 cited

Langevin dynamics with general kinetic energies

Gabriel Stoltz, Zofia Trstanova

We study Langevin dynamics with a kinetic energy different from the standard, quadratic one in order to accelerate the sampling of Boltzmann-Gibbs distributions. In particular, thi…

cond-mat.stat-mech2016★ 6 cited

Size consistency in Smoothed Dissipative Particle Dynamics

G. Faure, J. Roussel, J. -B. Maillet +1

Smoothed Dissipative Particle Dynamics (SDPD) is a mesoscopic method which allows to select the level of resolution at which a fluid is simulated. In this work, we study the consis…

cond-mat.stat-mech2016★ 17 cited

Error Analysis of Modified Langevin Dynamics

Stephane Redon, Gabriel Stoltz, Zofia Trstanova

We consider Langevin dynamics associated with a modified kinetic energy vanishing for small momenta. This allows us to freeze slow particles, and hence avoid the re-computation of…

cond-mat.stat-mech2014★ 76 cited

Nonlinear Fluctuating Hydrodynamics in One Dimension: the Case of Two Conserved Fields

Herbert Spohn, Gabriel Stoltz

We study the BS model, which is a one-dimensional lattice field theory taking real values. Its dynamics is governed by coupled differential equations plus random nearest neighbor e…

cond-mat.stat-mech2013★ 22 cited

Free energy calculations from adaptive molecular dynamics simulations with adiabatic reweighting

Lingling Cao, Gabriel Stoltz, Tony Lelièvre +2

We propose an adiabatic reweighting algorithm for computing the free energy along an external parameter from adaptive molecular dynamics simulations. The adaptive bias is estimated…

cond-mat.stat-mech2013★ 127 cited

The computation of averages from equilibrium and nonequilibrium Langevin molecular dynamics

Benedict Leimkuhler, Charles Matthews, Gabriel Stoltz

We consider numerical methods for thermodynamic sampling, i.e. computing sequences of points distributed according to the Gibbs-Boltzmann distribution, using Langevin dynamics and…

cond-mat.stat-mech2011★ 35 cited

Negative thermal conductivity of chains of rotors with mechanical forcing

Alessandra Iacobucci, Frederic Legoll, Stefano Olla +1

We consider chains of rotors subjected to both thermal and mechanical forcings,in a nonequilibrium steady-state. Unusual nonlinear profiles of temperature and velocities are observ…

cond-mat.stat-mech2011

Nonequilibrium shear viscosity computations with Langevin dynamics

Remi Joubaud, Gabriel Stoltz

We study the mathematical properties of a nonequilibrium Langevin dynamics which can be used to estimate the shear viscosity of a system. More precisely, we prove a linear response…

cond-mat.stat-mech2011

Microscopic calculations of Hugoniot curves of neat TATB and of its detonation products

Emeric Bourasseau, Jean-Bernard Maillet, Nicolas Desbiens +1

We compute the Hugoniot curves of both neat TATB and its detonation products mixture using atomistic simulation tools. To compute the Hugoniot states, we adapted our "Sampling Cons…

cond-mat.stat-mech2011★ 43 cited

Anomalous diffusion for a class of systems with two conserved quantities

Cédric Bernardin, Gabriel Stoltz

We introduce a class of one dimensional deterministic models of energy-volume conserving interfaces. Numerical simulations show that these dynamics are genuinely super-diffusive. W…

cond-mat.stat-mech2010★ 2 cited

Langevin dynamics with constraints and computation of free energy differences

Tony Lelievre, Mathias Rousset, Gabriel Stoltz

In this paper, we consider Langevin processes with mechanical constraints. The latter are a fundamental tool in molecular dynamics simulation for sampling purposes and for the comp…

cond-mat.stat-mech2009★ 22 cited

Thermal conductivity of the Toda lattice with conservative noise

Alessandra Iacobucci, Frederic Legoll, Stefano Olla +1

We study the thermal conductivity of the one dimensional Toda lattice perturbed by a stochastic dynamics preserving energy and momentum. The strength of the stochastic noise is con…

cond-mat.stat-mech2009

Free energy calculations: An efficient adaptive biasing potential method

Bradley M. Dickson, Frederic Legoll, Tony Lelievre +2

We develop an efficient sampling and free energy calculation technique within the adaptive biasing potential (ABP) framework. By mollifying the density of states we obtain an appro…

cond-mat.stat-mech2009★ 7 cited

Constant entropy sampling and release waves of shock compressions

Jean-Bernard Maillet, Emeric Bourasseau, Laurent Soulard +2

We present several equilibrium methods that allow to compute isentropic processes, either during the compression or the release of the material. These methods are applied to comput…

cond-mat.stat-mech2008

Sampling constraints in average: The example of Hugoniot curves

Jean-Bernard Maillet, Gabriel Stoltz

We present a method for sampling microscopic configurations of a physical system distributed according to a canonical (Boltzmann-Gibbs) measure, with a constraint holding in averag…

cond-mat.stat-mech2006★ 114 cited

Computation of free energy profiles with parallel adaptive dynamics

Tony Lelievre, Mathias Rousset, Gabriel Stoltz

We propose a formulation of adaptive computation of free energy differences, in the ABF or nonequilibrium metadynamics spirit, using conditional distributions of samples of configu…

cond-mat.stat-mech2006★ 15 cited

Path sampling with Stochastic Dynamics: Some new Algorithms

Gabriel Stoltz

We propose here some new sampling algorithms for Path Sampling in the case when stochastic dynamics are used. In particular, we present a new proposal function for equilibrium samp…

cond-mat.stat-mech2006★ 31 cited

Computation of free energy differences through nonequilibrium stochastic dynamics: the reaction coordinate case

Tony Lelievre, Mathias Rousset, Gabriel Stoltz

The computation of free energy differences through an exponential weighting of out of equilibrium paths (known as the Jarzynski equality) is often used for transitions between stat…

cond-mat.stat-mech2005★ 22 cited

Equilibrium Sampling From Nonequilibrium Dynamics

Mathias Rousset, Gabriel Stoltz

We present some applications of an Interacting Particle System (IPS) methodology to the field of Molecular Dynamics. This IPS method allows several simulations of a switched random…