Standout Papers

Bright triplet excitons in caesium lead halide perovskites 2017 2026 2020 2023 788
  1. Bright triplet excitons in caesium lead halide perovskites (2018)
    Michael A. Becker, Roman Vaxenburg et al. Nature
  2. Gaussian Process Regression for Materials and Molecules (2021)
    Volker L. Deringer, Albert P. Bartók et al. Chemical Reviews
  3. Machine learning unifies the modeling of materials and molecules (2017)
    Albert P. Bartók, Sandip De et al. Science Advances
  4. Machine Learning a General-Purpose Interatomic Potential for Silicon (2018)
    Albert P. Bartók, James R. Kermode et al. Physical Review X
  5. Origins of structural and electronic transitions in disordered silicon (2021)
    Volker L. Deringer, Noam Bernstein et al. Nature

Immediate Impact

6 by Nobel laureates 14 from Science/Nature 103 standout
Sub-graph 1 of 20

Citing Papers

MACE-OFF: Short-Range Transferable Machine Learning Force Fields for Organic Molecules
2025 Standout
Single-photon superradiance in individual caesium lead halide quantum dots
2024 StandoutNature
67 intermediate papers

Works of Noam Bernstein being referenced

Quasicubic model for metal halide perovskite nanocrystals
2019
Bright triplet excitons in caesium lead halide perovskites
2018 StandoutNature
and 19 more

Author Peers

Author Last Decade Papers Cites
Noam Bernstein 5630 1709 2454 112 8.1k
Aidan P. Thompson 6796 1440 1671 82 11.0k
Volker L. Deringer 10794 1550 4532 139 14.3k
Hasan Metin Aktulga 5314 1384 1614 41 9.6k
Gus L. W. Hart 5770 992 1628 110 7.8k
W. W. Mullins 6802 1509 1351 81 11.2k
T. A. Arias 7285 4717 4103 96 14.0k
Dan Gunter 9319 948 4747 43 13.0k
Subramanian K. R. S. Sankaranarayanan 4267 1161 1997 215 7.5k
J. E. Hilliard 6906 1566 838 65 11.9k
D. Weaire 6656 2118 1647 302 10.9k

All Works

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2026