Concepedia

Justin S. Smith

JS

45

Publications

7K

Citations

29

H-Index

1996

Active since

Affiliations

Los Alamos National Laboratory(Current)

University of Florida

Center for Integrated Nanotechnologies

University of Virginia

Carnegie Mellon University

Justin S. Smith is an author at Los Alamos National Laboratory specializing in engineering, computational chemistry, and machine learning.

ORCID

Top concepts

Publications per year

1996–2025

45

Publications

45

ANI-1: an extensible neural network potential with DFT accuracy at force field computational cost

Justin S. Smith, Olexandr Isayev, Adrián E. Roitberg · Chemical Science · 2017 · 2K citations · Full text

Less is more: Sampling chemical space with active learning

Justin S. Smith, Benjamin Nebgen, Nicholas Lubbers et al. · The Journal of Chemical Physics · 2018 · 815 citations · Full text

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Approaching coupled cluster accuracy with a general-purpose neural network potential through transfer learning

Justin S. Smith, Benjamin Nebgen, R.I. Zubatyuk et al. · Nature Communications · 2019 · 634 citations · Full text

Extending the Applicability of the ANI Deep Learning Molecular Potential to Sulfur and Halogens

Christian Devereux, Justin S. Smith, Kate Huddleston et al. · Journal of Chemical Theory and Computation · 2020 · 376 citations · Full text

The Aging of the Global Population

Michael G. Fehlings, Lindsay Tetreault, Anick Nater et al. · Neurosurgery · 2015 · 361 citations

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