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Ishan Amin — most-cited papers & profile · AI for Science
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Ishan Amin
3
papers ·
11
citations ·
2
h-index
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Most-cited papers
Towards Fast, Specialized Machine Learning Force Fields: Distilling Foundation Models via Energy Hessians
2025 · 7 citations
Stability-Aware Training of Machine Learning Force Fields with Differentiable Boltzmann Estimators
2024 · 3 citations
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
2025 · 1 citations
Top co-authors
Aditi S. Krishnapriyan
· 2
Sanjeev Raja
· 2
Aditi Krishnapriyan
· 1
Aron Walsh
· 1
Christine Zhang
· 1
Daryl Chrzan
· 1
Elizabeth Weaver
· 1
Fabian Pedregosa
· 1
Hyunsoo Park
· 1
Jihan Kim
· 1
Mark Asta
· 1
Matthew C. Kuner
· 1
Topics
Chemistry
Materials
Physics ML