Jonathan Vandermause

According to our database, Jonathan Vandermause authored at least 4 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Phase discovery with active learning: Application to structural phase transitions in equiatomic NiTi.

Jonathan Vandermause, Anders Johansson, Yucong Miao, Joost J. Vlassak, Boris Kozinsky

CoRR, 2024

2020

Multitask machine learning of collective variables for enhanced sampling of rare events.

Lixin Sun, Jonathan Vandermause, Simon L. Batzner, Yu Xie, David Clark, Wei Chen, Boris Kozinsky

CoRR, 2020

Fast Bayesian Force Fields from Active Learning: Study of Inter-Dimensional Transformation of Stanene.

Yu Xie, Jonathan Vandermause, Lixin Sun, Andrea Cepellotti, Boris Kozinsky

CoRR, 2020

2019

A fast neural network approach for direct covariant forces prediction in complex multi-element extended systems.

Jonathan P. Mailoa, Mordechai Kornbluth, Simon L. Batzner, Georgy Samsonidze, Stephen T. Lam, Jonathan Vandermause, Chris Ablitt, Nicola Molinari, Boris Kozinsky

Nat. Mach. Intell., 2019