Justin S. Smith - Concepedia

Author

Justin S. Smith

Also Known As

Barros, Kipton, Christopher I. Shaffrey, Christopher P. Ames, J. S. Smith, J. Smith, J.S.M. Smith, Jefferson Wilson, Justin S. Smith, Justin S Smith, Justin S. Smith

223

Publications

7.9K

Citations

H-Index

Concepts

All Affiliations

Los Alamos National Laboratory University of Florida Center for Integrated Nanotechnologies University of Virginia Carnegie Mellon University

About

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

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	13	16	1.9K
2	Natural Sciences	6	6	466
3	Medicine	5	5	619
4	Education	1	1	79
5	Health Sciences	1	1	25

Justin S. Smith

Publications

Citations

H-Index

Page 1

	Year	Citations
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
Less is more: Sampling chemical space with active learning Justin S. Smith, Benjamin Nebgen, Nicholas Lubbers, The Journal of Chemical Physics Artificial IntelligenceEngineeringMachine LearningMachine Learning ToolData Science	2018	815
Approaching coupled cluster accuracy with a general-purpose neural network potential through transfer learning Justin S. Smith, Benjamin Nebgen, R.I. Zubatyuk, Nature Communications	2019	634
Extending the Applicability of the ANI Deep Learning Molecular Potential to Sulfur and Halogens Christian Devereux, Justin S. Smith, Kate Huddleston, Journal of Chemical Theory and Computation	2020	376
The Aging of the Global Population Michael G. Fehlings, Lindsay Tetreault, Anick Nater, Neurosurgery AgingSpine DeformityBiogerontologyEpidemiology Of AgingOsteoporosis	2015	361
ANI-1, A data set of 20 million calculated off-equilibrium conformations for organic molecules Justin S. Smith, Olexandr Isayev, Adrián E. Roitberg Scientific Data	2017	322
TorchANI: A Free and Open Source PyTorch-Based Deep Learning Implementation of the ANI Neural Network Potentials Xiang Gao, Farhad Ramezanghorbani, Olexandr Isayev, Journal of Chemical Information and Modeling Artificial IntelligenceConvolutional Neural NetworkEngineeringMachine LearningMachine Learning Tool	2020	301
Accurate and transferable multitask prediction of chemical properties with an atoms-in-molecules neural network R.I. Zubatyuk, Justin S. Smith, Jerzy Leszczyński, Science Advances EngineeringMachine LearningAtoms-in-molecules Neural NetworkComputational ChemistryChemistry	2019	287
The ANI-1ccx and ANI-1x data sets, coupled-cluster and density functional theory properties for molecules Justin S. Smith, R.I. Zubatyuk, Benjamin Nebgen, Scientific Data	2020	260
Operative Versus Nonoperative Treatment for Adult Symptomatic Lumbar Scoliosis Michael P. Kelly, Jon D. Lurie, Elizabeth L. Yanik, Journal of Bone and Joint Surgery	2019	155

Page 1