activity
19982026
most citedMachine learning force fields and coarse-grained variables in molecular dynamics: application to materials and biological systems

230 citations · 611 across the 23 of their papers we have counts for

collaborators

23 papers

cond-mat.mtrl-sci2026

Fully anharmonic calculations of the free energy of migration of point defects in UO2 and PuO2

Dillon G. Frost, Johann Bouchet, Mihai-Cosmin Marinica +3

Calculating diffusion rates of point defects in materials typically relies on the harmonic approximation to estimate migration free energies. However, anharmonic effects can have a…

cond-mat.mes-hall2025

Efforts in Modeling the Mechanics and Chemistry of Energetic Materials Across Scales

Paul Lafourcade, Nicolas Bruzy, Paul Bouteiller +2

Recent developments dedicated to the building of multiscale mechanical and chemical constitutive laws for energetic molecular crystals are presented and discussed. In particular, v…

cond-mat.mtrl-sci2025

Extracting flow stress surfaces of pristine materials using deformation paths in MD simulations

Eliott T. Dubois, Paul Lafourcade, Jean-Bernard Maillet

Accurate simulation of deformation processes at the atomic scale is critical for predicting the mechanical response of materials and particularly the calculation of directional flo…

cond-mat.mtrl-sci2023

Robust crystal structure identification at extreme conditions using a density-independent spectral descriptor and supervised learning

Paul Lafourcade, Jean-Bernard Maillet, Christophe Denoual +4

The increased time- and length-scale of classical molecular dynamics simulations have led to raw data flows surpassing storage capacities, necessitating on-the-fly integration of s…

cond-mat.mtrl-sci2023

Neighbors Map: an Efficient Atomic Descriptor for Structural Analysis

Arnaud Allera, Alexandra M. Goryaeva, Paul Lafourcade +2

Accurate structural analysis is essential to gain physical knowledge and understanding of atomic-scale processes in materials from atomistic simulations. However, traditional analy…

cond-mat.mtrl-sci2022★ 20 cited

Elastic anisotropy of 1,3,5-Triamino-2,4,6-Trinitrobenzene as a function of temperature and pressure: A Molecular Dynamics study

Paul Lafourcade, Jean-Bernard Maillet, Nicolas Bruzy +1

The equation of state of the triclinic compound 1,3,5-triamino-2,4,6-trinitrobenzene (TATB) as well as its second-order isothermal elastic tensor were computed through classical mo…