Noam Bernstein

12.1k citations
120 papers · 8.7k · 6 hit papers · h-index 42

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

116 papers receiving 8.5k citations

Noam Bernstein's Hit Papers

Gaussian Process Regression for Materials and Molecules 2021 · 834 citations
8340+9+18Years since publication250500750

Peers

Noam Bernstein
Comparison fields: 5 of 135
  • Materials Chemistry 5.9k
  • Ceramics and Composites 444
  • Structural Biology 89
  • Atomic and Molecular Physics, and Optics 1.8k
  • Computational Theory and Mathematics 839
Replace Aidan P. Thompson with:
Aidan P. Thompson United States
Christian Robert Trott United States
Hasan Metin Aktulga United States
Volker L. Deringer United Kingdom
Peter W. Voorhees United States
T. A. Arias United States
Axel Kohlmeyer United States
Trung Dac Nguyen United States
Shreyas Cholia United States
Paul Crozier United States
Noam Bernstein relative to Aidan P. Thompson United States Aidan P. Thompson's profile →
Citations per field
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Aidan P. 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 120 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Bright triplet excitons in caesium lead halide perovskites
Hit paper breakdown →
2018840
2
Gaussian Process Regression for Materials and Molecules
Hit paper breakdown →
2021834
3
Machine learning unifies the modeling of materials and molecules
Hit paper breakdown →
2017505
4
Concurrent coupling of length scales: Methodology and application
Hit paper breakdown →
1999461
5
Machine Learning a General-Purpose Interatomic Potential for Silicon
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2018361
6
Origins of structural and electronic transitions in disordered silicon
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2021261
7 1998240
8 2012231
9 2017222
10 2004214
11 1998214
12 2018202
13 1999182
14 2008180
15 2019162
16 2015161
17 2004154
18 2019148
19 2003131
20 2009128

About Noam Bernstein

Noam Bernstein is a scholar working on Materials Chemistry, Atomic and Molecular Physics, and Optics, Electrical and Electronic Engineering, Mechanical Engineering and Electronic, Optical and Magnetic Materials, having authored 120 papers that have together received 8.7k indexed citations. Recurring topics across this work include Machine Learning in Materials Science (18 papers), Advanced Chemical Physics Studies (18 papers), Microstructure and mechanical properties (12 papers), Force Microscopy Techniques and Applications (9 papers), High-pressure geophysics and materials (9 papers), Boron and Carbon Nanomaterials Research (7 papers), Computational Drug Discovery Methods (7 papers) and Aluminum Alloys Composites Properties (7 papers). The work is most often cited by research in Materials Chemistry (5.9k citations), Ceramics and Composites (444 citations), Structural Biology (89 citations), Atomic and Molecular Physics, and Optics (1.8k citations) and Computational Theory and Mathematics (839 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, Michele Ceriotti, Farid F. Abraham, James R. Kermode, Jeremy Q. Broughton, Ellad B. Tadmor and Michael J. Mehl. Their work appears in journals such as Physical Review B, Physical review. B, Condensed matter, The Journal of Chemical Physics, Physical Review Letters and Acta Materialia.

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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