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Sutanay Choudhury on Muck Rack

Sutanay Choudhury

United States, Washington
As seen in: Nature
Chief Scientist - Data Science and Machine Intelligence, Deputy Director of Computational and Theoretical Chemistry Institute, PNNL. All opinions mine.
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Articles

Assessing universal MLIP robustness with per-atom uncertainty for simulations of solid-liquid interfaces

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By Jenna Bilbrey, Sarah I. Allec, Benjamin Jackson, Simone Raugei, Mal-Soon Lee, Sutanay Choudhury, Jesun S. Firoz, Henry W. Sprueill, Alexander D. von Rueden
| Nature Verified
Abstract Solid-liquid interfaces challenge atomistic simulation by combining chemically heterogeneous bonding, long-range electrostatics, and rapidly evolving solvation structures. Universal machine-learning interatomic potentials (uMLIPs) promise near-first-principles accuracy across diverse chemical systems, yet their reliability in complex interfacial environments remains largely untested.
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Snomed2Vec: Random Walk and Poincaré Embeddings of a Clinical Knowledge Base for Healthcare Analytics

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By Suzanne Tamang, Tome Eftimov, Raghavendra Addanki, Sutanay Choudhury
Do you navigate arXiv using a screen reader or other assistive technology? Are you a professor who helps students do so? We want to hear from you. Please consider signing up to share your insights as we work to make arXiv even more open.
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