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ZENODO
Dataset . 2026
License: http://opensource.org/licenses/MIT
Data sources: ZENODO
ZENODO
Dataset . 2026
License: https://opensource.org/licenses/MIT
Data sources: Datacite
ZENODO
Dataset . 2026
License: https://opensource.org/licenses/MIT
Data sources: Datacite
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Claim

Supporting data and code for: Accurate, transferable, and verifiable machine-learned interatomic potentials for layered materials

Research datakeyboard_double_arrow_right Dataset 11 May 2026Publisher:Zenodo
Authors: Georgaras, Johnathan D.; Ramdas, Akash; Shan, Chung Hsuan; Halsted, Elena; Berwyn; Li, Tianshu; da Jornada, Felipe H.;

doi: 10.5281/zenodo.20128126 , 10.5281/zenodo.20128125

Supporting data and code for: Accurate, transferable, and verifiable machine-learned interatomic potentials for layered materials

Abstract

Repository containing supporting data, model configuration files, trained surrogate models, and analysis/relaxation scripts for the paper Accurate, transferable, and verifiable machine-learned interatomic potentials for layered materials.

Related Organizations
Keywords

van der Waals materials, Allegro, machine-learned interatomic potentials, MLIP, MACE, DFT, moire materials

  • BIP!
    Impact byBIP!
    citations
    The total number of citations received by all articles of the researcher of interest.
    		 0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    		 Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
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citations
The total number of citations received by all articles of the researcher of interest.
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average