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 2006Show all

6 papers · 1 filter

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.mtrl-sci2006★ 19 cited

A reduced model for shock and detonation waves. I. The inert case

G. Stoltz

We present a model of mesoparticles, very much in the Dissipative Particle Dynamics spirit, in which a molecule is replaced by a particle with an internal thermodynamic degree of f…

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.other2006★ 33 cited

An efficient sampling algorithm for Variational Monte Carlo

Anthony Scemama, Tony Lelièvre, Gabriel Stoltz +2

We propose a new algorithm for sampling the -body density in the Variational Monte Carlo (VMC) framework. This algorithm is based u…

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…

quant-ph2006★ 117 cited

The Electronic Ground State Energy Problem: a New Reduced Density Matrix Approach

Eric Cances, Gabriel Stoltz, Mathieu Lewin

We present here a formulation of the electronic ground-state energy in terms of the second order reduced density matrix, using a duality argument. It is shown that the computation…