Ishan Amin

According to our database¹, Ishan Amin authored at least 3 papers between 2024 and 2025.

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2025

Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators.

[BibT_eX]

[DOI]

Trans. Mach. Learn. Res., 2025

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

[BibT_eX]

[DOI]

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Stability-Aware Training of Neural Network Interatomic Potentials with Differentiable Boltzmann Estimators.

[BibT_eX]

[DOI]

CoRR, 2024