1 citations · 1 across the 2 of their papers we have counts for
2 papers
cond-mat.mtrl-sci2023★ 1 cited
Generalization of Graph-Based Active Learning Relaxation Strategies Across Materials
Xiaoxiao Wang, Joseph Musielewicz, Richard Tran +6
Although density functional theory (DFT) has aided in accelerating the discovery of new materials, such calculations are computationally expensive, especially for high-throughput e…
physics.comp-ph2022
FINETUNA: Fine-tuning Accelerated Molecular Simulations
Joseph Musielewicz, Xiaoxiao Wang, Tian Tian +1
Machine learning approaches have the potential to approximate Density Functional Theory (DFT) for atomistic simulations in a computationally efficient manner, which could dramatica…