astronomy instrumentation 1exoplanet biosignatures 1habitable worlds observatory 1high-contrast imaging 1ultraviolet spectroscopy 1
From the 1 of 8 papers with an AI index.
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- University of Maryland, College ParkUS3 papers
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- Center for Astrophysics Harvard & SmithsonianUS2 papers
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- Cumberland Medical CenterUS2 papers
- Institut de Planétologie et d'Astrophysique de GrenobleFR2 papers
- Instituto de Astrofísica de CanariasES2 papers
- Université Grenoble AlpesFR2 papers
- University of MichiganUS2 papers
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cond-mat.mtrl-sci2026
Comparative study of ensemble-based uncertainty quantification methods for neural network interatomic potentials
Yonatan Kurniawan, Mingjian Wen, Ellad B. Tadmor +1
Machine learning interatomic potentials (MLIPs) enable atomistic simulations with near first-principles accuracy at substantially reduced computational cost, making them powerful t…
cond-mat.mtrl-sci2026
Inverse design of bespoke interatomic potentials via active learning by information-matching
Yonatan Kurniawan, Logan D. Williams, Amit Samanta +6
Interatomic potentials (IPs) enable large-scale atomistic simulations beyond the reach of first-principles methods, but their predictive reliability depends critically on the selec…