MLFFs

Yi Cao’s paper, “Migration as a Probe: A Generalizable Benchmark Framework for Specialist vs. Generalist Machine-Learned Force Fields,” has been selected for a Spotlight Presentation at the AI4Mat Workshop, NeurIPS 2025 (top ~10% of accepted papers). The work introduces a new paradigm for evaluating ML force fields—combining thermodynamic and kinetic Continue Reading