2 papers
cs.LG2026
Active Learning Strategies for Efficient Machine-Learned Interatomic Potentials Across Diverse Material Systems
Mohammed Azeez Khan, Aaron D'Souza, Vijay Choyal
Efficient materials discovery requires reducing costly first-principles calculations for training machine-learned interatomic potentials (MLIPs). We develop an active learning (AL)…
cond-mat.mtrl-sci2025
Exploration of amorphous VO as cathode for magnesium batteries
Vijay Choyal, Debsundar Dey, Gopalakrishnan Sai Gautam
Development of energy storage technologies that can exhibit higher energy densities, better safety, and lower supply-chain constraints than the current state-of-the-art Li-ion batt…