Arthur France-Lanord

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 4

Top Topics

Unsupervised Learning

Structural Patterns

High Throughput

Simulation Data

Top Venues

Publications

Arthur France-Lanord, Hadrien Vroylandt, Mathieu Salanne, Benjamin Rotenberg, A. Marco Saitta, Fabio Pietrucci
Data-driven path collective variables. CoRR (2023)
Tian Xie, Ha-Kyung Kwon, Daniel Schweigert, Sheng Gong, Arthur France-Lanord, Arash Khajeh, Emily Crabb, Michael Puzon, Chris Fajardo, Will Powelson, Yang Shao-Horn, Jeffrey C. Grossman
A cloud platform for automating and sharing analysis of raw simulation data from high throughput polymer molecular dynamics simulations. CoRR (2022)
Tian Xie, Arthur France-Lanord, Yanming Wang, Jeffrey Lopez, Michael Austin Stolberg, Megan Hill, Graham Michael Leverick, Rafael Gómez-Bombarelli, Jeremiah A. Johnson, Yang Shao-Horn, Jeffrey C. Grossman
Accelerating the screening of amorphous polymer electrolytes by learning to reduce random and systematic errors in molecular dynamics simulations. CoRR (2021)
Tian Xie, Arthur France-Lanord, Yanming Wang, Yang Shao-Horn, Jeffrey C. Grossman
Graph Dynamical Networks: Unsupervised Learning of Atomic Scale Dynamics in Materials. CoRR (2019)