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Justin S. Smith

Active 1993–2026

Also published as
Justin S Smith
324
Papers
38,448
Citations
110
h-index
292
i10-index

Citations

Citations per year for Justin S. Smith1992: 1 citations1994: 1 citations1995: 3 citations1996: 11 citations1997: 13 citations1998: 12 citations1999: 13 citations2000: 30 citations2001: 59 citations2002: 52 citations2003: 61 citations2004: 62 citations2005: 50 citations2006: 56 citations2007: 32 citations2008: 44 citations2009: 62 citations2010: 88 citations2011: 103 citations2012: 149 citations2013: 157 citations2014: 222 citations2015: 339 citations2016: 226 citations2017: 311 citations2018: 267 citations2019: 1,385 citations2020: 1,441 citations2021: 1,421 citations2022: 1,141 citations2023: 872 citations2024: 1,393 citations2025: 833 citations2026: 72 citations1993: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorUnited States: 2,798 citing papers, 33.3% of this breakdownChina: 735 citing papers, 8.7% of this breakdownUnited Kingdom: 453 citing papers, 5.4% of this breakdownGermany: 448 citing papers, 5.3% of this breakdownCanada: 433 citing papers, 5.2% of this breakdownJapan: 357 citing papers, 4.2% of this breakdownFrance: 329 citing papers, 3.9% of this breakdownSwitzerland: 308 citing papers, 3.7% of this breakdownItaly: 260 citing papers, 3.1% of this breakdownSouth Korea: 253 citing papers, 3% of this breakdownNetherlands: 165 citing papers, 2% of this breakdownSpain: 162 citing papers, 1.9% of this breakdown
0%33.3%Other 20.3%

Institutions

Fields

  • Medicine60.8%
  • Materials Science18.4%
  • Biochemistry, Genetics and Molecular Biology7.1%
  • Computer Science6.8%
  • Engineering2.7%
  • Neuroscience1.4%
  • Other2.8%

Topics

  • Spine and Intervertebral Disc Pathology9.3%
  • Scoliosis diagnosis and treatment9%
  • Machine Learning in Materials Science7.7%
  • Computational Drug Discovery Methods6.3%
  • Cervical and Thoracic Myelopathy5.7%
  • Spinal Fractures and Fixation Techniques5%
  • Other57%

Coauthors

All papers

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

    Authors: Justin S. Smith, Olexandr Isayev, Adrián E. Roitberg - Chemical Science 2017 cited by 2,028

  2. Less is more: sampling chemical space with active learning

    Authors: Justin S. Smith, Ben Nebgen, Nicholas Lubbers, Olexandr Isayev, Adrian E. Roitberg - The Journal of Chemical Physics 2018 cited by 846

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

    Authors: Christian Devereux, Justin S. Smith, Kate Huddleston, Kipton Barros, R.I. Zubatyuk, Olexandr Isayev, Adrián E. Roitberg - Journal of Chemical Theory and Computation 2020 cited by 403

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

    Authors: Justin S. Smith, Benjamin Nebgen, R.I. Zubatyuk, Nicholas Lubbers, Christian Devereux, Kipton Barros, Sergei Tretiak, Olexandr Isayev, Adrián E. Roitberg - Nature Communications 2018 cited by 655

  5. TorchANI: A Free and Open Source PyTorch-Based Deep Learning Implementation of the ANI Neural Network Potentials

    Authors: Xiang Gao, Farhad Ramezanghorbani, Olexandr Isayev, Justin S. Smith, Adrian E. Roitberg - Journal of Chemical Information and Modeling, J. Chem. Inf. Model. 2020 cited by 324

  6. The ANI-1ccx and ANI-1x Data Sets, Coupled-Cluster and Density Functional Theory Properties for Molecules

    Authors: Justin S. Smith, R.I. Zubatyuk, Benjamin Nebgen, Nicholas Lubbers, Kipton Barros, Adrián E. Roitberg, Olexandr Isayev, Sergei Tretiak - Scientific Data 2020 cited by 275

  7. Accurate and transferable multitask prediction of chemical properties with an atoms-in-molecules neural network

    Authors: R.I. Zubatyuk, Justin S. Smith, Jerzy Leszczyński, Olexandr Isayev - Science Advances 2019 cited by 300

  8. ANI-1, A data set of 20 million calculated off-equilibrium conformations for organic molecules

    Authors: Justin S. Smith, Olexandr Isayev, Adrián E. Roitberg - Scientific Data 2017 cited by 333

  9. The Aging of the Global Population

    Authors: Michael G. Fehlings, Lindsay Tetreault, Anick Nater, Ted Choma, James S. Harrop, Tom Mroz, Carlo Santaguida, Justin S. Smith - Neurosurgery 2015 cited by 377

  10. Hierarchical modeling of molecular energies using a deep neural network

    Authors: Nicholas Lubbers, Justin S. Smith, Kipton Barros - The Journal of Chemical Physics 2018 cited by 297

  11. Radiographical Spinopelvic Parameters and Disability in the Setting of Adult Spinal Deformity

    Authors: Frank J. Schwab, Benjamin Blondel, Shay Bess, Richard A. Hostin, Christopher I. Shaffrey, Justin S. Smith, Oheneba Boachie–Adjei, Douglas C. Burton, Behrooz A. Akbarnia, Gregory M. Mundis, Christopher P. Ames, Khaled M. Kebaish, Robert A. Hart, Jean-Pierre Farcy, Virginie Lafage - Spine 2013 cited by 1,055

  12. Exploring the frontiers of condensed-phase chemistry with a general reactive machine learning potential

    Authors: Shuhao Zhang, Małgorzata Z. Makoś, Ryan B. Jadrich, Elfi Kraka, Kipton Barros, Benjamin Nebgen, Sergei Tretiak, Olexandr Isayev, Nicholas Lubbers, Richard A. Messerly, Justin S. Smith - Nature Chemistry 2024 cited by 121

  13. Extending machine learning beyond interatomic potentials for predicting molecular properties

    Authors: Nikita Fedik, R.I. Zubatyuk, Maksim Kulichenko, Nicholas Lubbers, Justin S. Smith, Benjamin Nebgen, Richard A. Messerly, Ying Wai Li, Alexander I. Boldyrev, Kipton Barros, Olexandr Isayev, Sergei Tretiak - Nature Reviews Chemistry 2022 cited by 154

  14. Defining Spino-Pelvic Alignment Thresholds

    Authors: Renaud Lafage, Frank J. Schwab, Vincent Challier, Jensen K. Henry, Jeffrey L. Gum, Justin S. Smith, Richard A. Hostin, Christopher I. Shaffrey, Han Jo Kim, Christopher P. Ames, Justin K. Scheer, Eric O. Klineberg, Shay Bess, Douglas C. Burton, Virginie Lafage - Spine 2015 cited by 469

  15. Teaching a neural network to attach and detach electrons from molecules

    Authors: R.I. Zubatyuk, Justin S. Smith, Benjamin Nebgen, Sergei Tretiak, Olexandr Isayev - Nature Communications 2021 cited by 123

  16. Role of Extent of Resection in the Long-Term Outcome of Low-Grade Hemispheric Gliomas

    Authors: Justin S. Smith, Edward F. Chang, Kathleen R. Lamborn, Susan M. Chang, Michael D. Prados, Soonmee Cha, Tarık Tihan, Scott R. VandenBerg, Michael W. McDermott, Mitchel S. Berger - Journal of Clinical Oncology 2008 cited by 1,276

  17. The Health Impact of Symptomatic Adult Spinal Deformity

    Authors: Shay Bess, Breton Line, Kai-Ming Fu, Ian McCarthy, Virgine Lafage, Frank J. Schwab, Christopher I. Shaffrey, Christopher P. Ames, Behrooz A. Akbarnia, Han Jo, Michael P. Kelly, Douglas C. Burton, Robert A. Hart, Eric O. Klineberg, Khaled M. Kebaish, Richard A. Hostin, Gregory M. Mundis, Praveen V. Mummaneni, Justin S. Smith - Spine 2015 cited by 306

  18. Efficacy and Safety of Surgical Decompression in Patients with Cervical Spondylotic Myelopathy

    Authors: Michael G. Fehlings, Jefferson R. Wilson, Branko Kopjar, S. Tim Yoon, Paul M. Arnold, Eric M. Massicotte, Alexander R. Vaccaro, Darrel S. Brodke, Christopher I. Shaffrey, Justin S. Smith, Eric J. Woodard, Robert Banco, Jens R. Chapman, Michael E. Janssen, Christopher M. Bono, Rick C. Sasso, Mark B. Dekutoski, Ziya L. Gokaslan - Journal of Bone and Joint Surgery 2013 cited by 501

  19. The Rise of Neural Networks for Materials and Chemical Dynamics

    Authors: Maksim Kulichenko, Justin S. Smith, Benjamin Nebgen, Ying Wai Li, Nikita Fedik, Alexander I. Boldyrev, Nicholas Lubbers, Kipton Barros, Sergei Tretiak - The Journal of Physical Chemistry Letters 2021 cited by 100

  20. The SRS-Schwab Adult Spinal Deformity Classification

    Authors: Jamie S. Terran, Frank J. Schwab, Christopher I. Shaffrey, Justin S. Smith, Pierre Devos, Christopher P. Ames, Kai-Ming Fu, Douglas C. Burton, Richard A. Hostin, Eric O. Klineberg, Munish C. Gupta, Vedat Deviren, Gregory M. Mundis, Robert A. Hart, Shay Bess, Virginie Lafage - Neurosurgery 2013 cited by 428

  21. Artificial Intelligence Based Hierarchical Clustering of Patient Types and Intervention Categories in Adult Spinal Deformity Surgery

    Authors: Christopher P. Ames, Justin S. Smith, Ferrán Pellisé, Michael P. Kelly, Ahmet Alanay, Emre Acaroğlu, Francisco Javier Sánchez Pérez-Grueso, Frank Kleinstück, Ibrahim Obeid, Alba Vila-Casademunt, Christopher I. Shaffrey, Douglas C. Burton, Virginie Lafage, Frank J. Schwab, Christopher I. Shaffrey, Shay Bess, Miquel Serra‐Burriel - Spine 2019 cited by 142

  22. Data Generation for Machine Learning Interatomic Potentials and Beyond

    Authors: Maksim Kulichenko, Benjamin Nebgen, Nicholas Lubbers, Justin S. Smith, Kipton Barros, Alice E. A. Allen, Adela Habib, Emily Shinkle, Nikita Fedik, Ying Wai Li, Richard A. Messerly, Sergei Tretiak - Chemical Reviews 2024 cited by 132

  23. Learning together: Towards foundation models for machine learning interatomic potentials with meta-learning

    Authors: Alice E. A. Allen, Nicholas Lubbers, Sakib Matin, Justin S. Smith, Richard A. Messerly, Sergei Tretiak, Kipton Barros - npj Computational Materials 2024 cited by 42

  24. Adult Spinal Deformity: Epidemiology, Health Impact, Evaluation, and Management

    Authors: Christopher P. Ames, Justin K. Scheer, Virginie Lafage, Justin S. Smith, Shay Bess, Sigurd Berven, Gregory M. Mundis, Rajiv K. Sethi, Donald Deinlein, Jeffrey D. Coe, Lloyd A. Hey, Michael D. Daubs - Spine Deformity 2016 cited by 280