8 citations · 8 across the 5 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
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…