Noam Bernstein

12.5k citations
130 papers · 9.8k · 8 hit papers · h-index 46

Impact in

    • Machine Learning in Materials Science
    • Microstructure and mechanical properties
    • Quantum Dots Synthesis And Properties
    • X-ray Diffraction in Crystallography

Papers in

Noam Bernstein

126 papers receiving 9.6k citations

Noam Bernstein's Hit Papers

A foundation model for atomistic materials chemistry 2025 · 109 citations
1090+9+18Years since publication250500750

Peers

Noam Bernstein
Comparison fields: 5 of 143
  • Materials Chemistry 6.5k
  • Ceramics and Composites 461
  • Structural Biology 98
  • Atomic and Molecular Physics, and Optics 1.9k
  • Computational Theory and Mathematics 923
Replace A. Richard Thompson with:
A. Richard Thompson United States
Hasan Metin Aktulga United States
Volker L. Deringer United Kingdom
Christian Robert Trott United States
Jakob Schiøtz Denmark
Peter W. Voorhees United States
T. A. Arias United States
Turab Lookman United States
Axel Kohlmeyer United States
Trung Dac Nguyen United States
Noam Bernstein relative to A. Richard Thompson United States A. Richard Thompson's profile →
Citations per field
00.5×1.5×1.9×
A. Richard Thompson · 1×
Citations per year

Countries citing papers authored by Noam Bernstein

Since Specialization
Citations

This map shows the geographic impact of Noam Bernstein's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Noam Bernstein with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Noam Bernstein more than expected).

Fields of papers citing papers by Noam Bernstein

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Noam Bernstein. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Noam Bernstein. The network helps show where Noam Bernstein may publish in the future.

Co-authors

The 25 scholars most cited alongside Noam Bernstein, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Noam Bernstein Line = papers co-authored together Noam Bernstein links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 130 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Gaussian Process Regression for Materials and Molecules
Hit paper breakdown →
2021924
2
Bright triplet excitons in caesium lead halide perovskites
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2018891
3
Machine learning unifies the modeling of materials and molecules
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2017548
4
Concurrent coupling of length scales: Methodology and application
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1999519
5
Machine Learning a General-Purpose Interatomic Potential for Silicon
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2018378
6
Origins of structural and electronic transitions in disordered silicon
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2021276
7 1998264
8 1998247
9 2012236
10 2017231
11 2004219
12 2018212
13
A foundation model for atomistic materials chemistry
Hit paper breakdown →
2023195
14 2008193
15 1999190
16 2019174
17 2015169
18 2019155
19 2004154
20 2009143

About Noam Bernstein

Noam Bernstein is a scholar working on Materials Chemistry, Atomic and Molecular Physics, and Optics, Ceramics and Composites, Condensed Matter Physics and Electrical and Electronic Engineering, having authored 130 papers that have together received 9.8k indexed citations. Recurring topics across this work include Machine Learning in Materials Science (22 papers), Advanced Chemical Physics Studies (18 papers), Microstructure and mechanical properties (13 papers), High-pressure geophysics and materials (9 papers), Force Microscopy Techniques and Applications (9 papers), Solid-state spectroscopy and crystallography (8 papers), Aluminum Alloys Composites Properties (8 papers) and Advanced ceramic materials synthesis (8 papers). The work is most often cited by research in Materials Chemistry (6.5k citations), Ceramics and Composites (461 citations), Structural Biology (98 citations), Atomic and Molecular Physics, and Optics (1.9k citations) and Computational Theory and Mathematics (923 citations). Noam Bernstein has collaborated with scholars based in United States, United Kingdom and Germany. Frequent co-authors include Gábor Cśanyi, Efthimios Kaxiras, Albert P. Bartók, Volker L. Deringer, FARID FADLOW ABRAHAM, Michele Ceriotti, James R. Kermode, Jeremy Q. Broughton, Ellad B. Tadmor and Michael J. Mehl. Their work appears in journals such as Physical Review B, The Journal of Chemical Physics, Physical Review Letters, Acta Materialia and Journal of Materials Engineering and Performance.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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