by Ishan Amin Papers

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MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform

Yuan Chiang, Tobias Kreiman, Christine Zhang et al.

NeurIPS 2025spotlight

Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians

Ishan Amin, Sanjeev Raja, Aditi Krishnapriyan

ICLR 2025poster
21
citations