World's Best Scientists 2026 revealed!

D-Index & Metrics

Materials Science

D-Index
114
Citations
118548
World Ranking
589
National Ranking
207

Physics

D-Index
125
Citations
129634
World Ranking
650
National Ranking
358

Roberto Car publication distribution in Materials Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Materials Science in 2026. The highlighted bar marks where Roberto Car sits on this spectrum.

50–69 publications: 28 scientists 70–89 publications: 152 scientists 90–109 publications: 356 scientists 110–129 publications: 487 scientists 130–149 publications: 723 scientists 150–169 publications: 835 scientists 170–189 publications: 850 scientists 190–209 publications: 891 scientists 210–229 publications: 862 scientists 230–249 publications: 766 scientists 250–269 publications: 726 scientists 270–289 publications: 665 scientists 290–309 publications: 593 scientists 310–329 publications: 537 scientists 330–349 publications: 477 scientists 350–369 publications: 440 scientists 370–389 publications: 356 scientists 390–409 publications: 321 scientists 410–429 publications: 256 scientists 430–449 publications: 246 scientists 450–469 publications: 216 scientists 470–489 publications: 212 scientists 490–509 publications: 174 scientists 510–529 publications: 194 scientists 530–549 publications: 162 scientists 550–569 publications: 131 scientists 570–589 publications: 111 scientists 590–609 publications: 103 scientists 610–629 publications: 99 scientists 630–649 publications: 77 scientists 650–669 publications: 92 scientists 670–689 publications: 56 scientists 690–709 publications: 53 scientists 710–729 publications: 53 scientists 730–749 publications: 38 scientists 750–769 publications: 52 scientists 770–789 publications: 43 scientists 790–809 publications: 38 scientists 810–829 publications: 34 scientists 830–849 publications: 25 scientists 850–869 publications: 18 scientists 870–889 publications: 20 scientists 890–909 publications: 24 scientists 910–929 publications: 27 scientists 930–949 publications: 20 scientists 950–969 publications: 17 scientists 970–989 publications: 10 scientists 990–1,009 publications: 16 scientists 1,010–1,029 publications: 13 scientists 1,030–1,049 publications: 12 scientists 1,050–1,069 publications: 9 scientists 1,070–1,089 publications: 8 scientists 1,090–1,109 publications: 7 scientists 1,110–1,129 publications: 9 scientists 1,130–1,149 publications: 2 scientists 1,150–1,162 publications: 5 scientists 1,163+ publications: 100 scientists
50 publications 1,163+

This scientist: 419 publications — 79th percentile

79% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 1,163 publications or more.

Roberto Car D-index placement in Materials Science in 2026

The chart shows the D-index (discipline H-index) distribution of Materials Science scientists ranked by Research.com in 2026. The highlighted bar marks where Roberto Car sits on this spectrum.

40–41 D-Index: 211 scientists 42–43 D-Index: 450 scientists 44–45 D-Index: 612 scientists 46–47 D-Index: 612 scientists 48–49 D-Index: 598 scientists 50–51 D-Index: 657 scientists 52–53 D-Index: 667 scientists 54–55 D-Index: 621 scientists 56–57 D-Index: 597 scientists 58–59 D-Index: 610 scientists 60–61 D-Index: 587 scientists 62–63 D-Index: 606 scientists 64–65 D-Index: 533 scientists 66–67 D-Index: 490 scientists 68–69 D-Index: 469 scientists 70–71 D-Index: 378 scientists 72–73 D-Index: 421 scientists 74–75 D-Index: 359 scientists 76–77 D-Index: 323 scientists 78–79 D-Index: 299 scientists 80–81 D-Index: 230 scientists 82–83 D-Index: 210 scientists 84–85 D-Index: 195 scientists 86–87 D-Index: 203 scientists 88–89 D-Index: 175 scientists 90–91 D-Index: 175 scientists 92–93 D-Index: 142 scientists 94–95 D-Index: 121 scientists 96–97 D-Index: 117 scientists 98–99 D-Index: 107 scientists 100–101 D-Index: 88 scientists 102–103 D-Index: 85 scientists 104–105 D-Index: 68 scientists 106–107 D-Index: 62 scientists 108–109 D-Index: 57 scientists 110–111 D-Index: 45 scientists 112–113 D-Index: 49 scientists 114–115 D-Index: 50 scientists 116–117 D-Index: 34 scientists 118–119 D-Index: 38 scientists 120–121 D-Index: 37 scientists 122–123 D-Index: 29 scientists 124–125 D-Index: 28 scientists 126–127 D-Index: 24 scientists 128–129 D-Index: 33 scientists 130–131 D-Index: 28 scientists 132–133 D-Index: 21 scientists 134–135 D-Index: 20 scientists 136–137 D-Index: 23 scientists 138–139 D-Index: 17 scientists 140–141 D-Index: 12 scientists 142–143 D-Index: 17 scientists 144–145 D-Index: 21 scientists 146–147 D-Index: 13 scientists 148–149 D-Index: 11 scientists 150–151 D-Index: 14 scientists 152–153 D-Index: 13 scientists 154–155 D-Index: 9 scientists 156–157 D-Index: 10 scientists 158–159 D-Index: 7 scientists 160–161 D-Index: 4 scientists 162–163 D-Index: 4 scientists 164 D-Index: 3 scientists 165+ D-Index: 98 scientists
40 D-Index 165+

This scientist: 114 D-Index — 95th percentile

95% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 165 D-Index or more.

Research.com Recognitions

  • 2020 - ACM Gordon Bell Prize For "Pushing the limit of molecular dynamics with ab initio accuracy to 100 million atoms with machine learning"
  • 2020 - Benjamin Franklin Medal, Franklin Institute
  • 2016 - Member of the National Academy of Sciences
  • 1998 - Fellow of American Physical Society (APS) Citation For outstanding contributions to physics, especially the combination of molecular dynamics with density functional theory which has proven to be a powerful method to study atomicscale dynamics in molecules and solids
  • 1995 - Aneesur Rahman Prize for Computational Physics, American Physical Society

Overview

Roberto Car is affiliated with Princeton University in the United States. Their research spans multiple fields including Physics and Astronomy and Materials Science, with a strong focus on subfields such as Materials Chemistry, Atomic and Molecular Physics and Optics, Atmospheric Science, Condensed Matter Physics, and Biomedical Engineering.

Their work covers various main topics, notably Machine Learning in Materials Science, Spectroscopy and Quantum Chemical Studies, Theoretical and Computational Physics, nanoparticles nucleation surface interactions, Phase Equilibria and Thermodynamics, Protein Structure and Dynamics, and Advanced Chemical Physics Studies.

Roberto Car has an extensive list of publications in well-known venues, including arXiv (Cornell University), The Journal of Chemical Physics, Proceedings of the National Academy of Sciences, Physical Review B, and The Journal of Physical Chemistry B.

Recent notable papers include:

  • DeePMD-kit v2: A software package for deep potential models (2023), The Journal of Chemical Physics
  • Phase Diagram of a Deep Potential Water Model (2021), Physical Review Letters
  • Free energy of proton transfer at the water-TiO2 interface from ab initio deep potential molecular dynamics (2020), Chemical Science
  • 86 PFLOPS Deep Potential Molecular Dynamics simulation of 100 million atoms with ab initio accuracy (2020), Computer Physics Communications
  • Signatures of a liquid-liquid transition in an ab initio deep neural network model for water (2020), Proceedings of the National Academy of Sciences

Frequent co-authors who have collaborated extensively with Roberto Car include Pablo M. Piaggi, Linfeng Zhang, Pablo G. Debenedetti, E Weinan, and Athanassios Z. Panagiotopoulos.

Roberto Car has been recognized with several awards including the ACM Gordon Bell Prize in 2020 for advancing molecular dynamics simulations to 100 million atoms with machine learning accuracy, the Benjamin Franklin Medal from the Franklin Institute in 2020, membership in the National Academy of Sciences in 2016, Fellowship of the American Physical Society in 1998 for contributions combining molecular dynamics and density functional theory, and the Aneesur Rahman Prize for Computational Physics awarded by the American Physical Society in 1995.

Best Publications

  • QUANTUM ESPRESSO: a modular and open-source software project for quantum simulations of materials

    Paolo Giannozzi;Stefano Baroni;Stefano Baroni;Nicola Bonini;Matteo Calandra

  • Quantum ESPRESSO: a modular and open-source software project for quantum simulations of materials

    P. Giannozzi;S. Baroni;N. Bonini;M. Calandra

  • Unified Approach for Molecular Dynamics and Density-Functional Theory

    R. Car;M. Parrinello

  • Advanced capabilities for materials modelling with Quantum ESPRESSO.

    P. Giannozzi;O. Andreussi;O. Andreussi;T. Brumme;O. Bunau

  • Raman Spectra of Graphite Oxide and Functionalized Graphene Sheets

    Konstantin N. Kudin;Bulent Ozbas;Hannes C. Schniepp;Robert Krafft Prud'homme

  • Functionalized Single Graphene Sheets Derived from Splitting Graphite Oxide

    Hannes C. Schniepp;Je-Luen Li;Michael J. Mcallister;Hiroaki Sai

  • Single Sheet Functionalized Graphene by Oxidation and Thermal Expansion of Graphite

    Michael J McAllister;Je-Luen Li;Douglas H Adamson;Hannes C Schniepp

  • Deep Potential Molecular Dynamics: A Scalable Model with the Accuracy of Quantum Mechanics

    Linfeng Zhang;Jiequn Han;Han Wang;Roberto Car

  • Car-Parrinello Molecular-Dynamics with Vanderbilt Ultrasoft Pseudopotentials

    Kari Laasonen;Alfredo Pasquarello;Roberto Car;Changyol Lee

  • Accurate and Efficient Method for Many-Body van der Waals Interactions

    Alexandre Tkatchenko;Robert A. DiStasio;Roberto Car;Matthias Scheffler

  • Quantum ESPRESSO toward the exascale.

    Paolo Giannozzi;Oscar Baseggio;Pietro Bonfà;Davide Brunato

  • Theory of quantum annealing of an Ising spin glass.

    Giuseppe E. Santoro;Roman Martoňák;Erio Tosatti;Erio Tosatti;Roberto Car

  • ‘‘Ab initio’’ liquid water

    Kari Laasonen;M. Sprik;M. Parrinello;Roberto Car

  • Oxygen-driven unzipping of graphitic materials.

    Je Luen Li;Konstantin N. Kudin;Michael J. McAllister;Robert Krafft Prud'homme

  • Report on the sixth blind test of organic crystal-structure prediction methods

    Anthony M. Reilly;Richard I. Cooper;Claire S. Adjiman;Saswata Bhattacharya

  • Implementation of ultrasoft pseudopotentials in ab initio molecular dynamics.

    Kari Laasonen;Roberto Car;Changyol Lee;David Vanderbilt

  • Metastable liquid–liquid transition in a molecular model of water

    Jeremy C. Palmer;Fausto Martelli;Yang Liu;Roberto Car

  • Nuclear quantum effects in water.

    Joseph A. Morrone;Roberto Car

  • Orbital formulation for electronic-structure calculations with linear system-size scaling

    Francesco Mauri;Giulia Galli;Roberto Car

  • Identification of Raman defect lines as signatures of ring structures in vitreous silica

    Alfredo Pasquarello;Roberto Car

  • Active learning of uniformly accurate interatomic potentials for materials simulation

    Linfeng Zhang;De Ye Lin;Han Wang;Roberto Car

  • Deep Potential Molecular Dynamics: a Scalable Model with the Accuracy of Quantum Mechanics

    Linfeng Zhang;Jiequn Han;Han Wang;Roberto Car

Frequent Co-Authors

Alfredo Pasquarello
Alfredo Pasquarello École Polytechnique Fédérale de Lausanne
Annabella Selloni
Annabella Selloni Princeton University
Nicola Marzari
Nicola Marzari École Polytechnique Fédérale de Lausanne
Jean-Christophe Charlier
Jean-Christophe Charlier Université Catholique de Louvain
Alexandre Tkatchenko
Alexandre Tkatchenko University of Luxembourg
Ilhan A. Aksay
Ilhan A. Aksay Princeton University
Xavier Blase
Xavier Blase Grenoble Alpes University
Lin Lin
Lin Lin University of California, Berkeley
Sandro Scandolo
Sandro Scandolo International Centre for Theoretical Physics

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