Accurate and efficient protocols for high-throughput first-principles materials simulations

DOI

A major challenge in first-principles high-throughput materials simulations is automating the selection of parameters used by simulation codes in a way that robustly ensures numerical precision and computational efficiency. Here, we propose a rigorous methodology to assess the quality of self-consistent DFT calculations with respect to smearing and k-point sampling across a wide range of crystalline materials. To achieve this, we develop criteria to reliably control average errors in total energies, forces, and other properties as a function of the desired computational efficiency, while consistently suppressing uncontrollable k-point sampling errors. Our results provide automated protocols for selecting optimized parameters based on different precision and efficiency tradeoffs. This archive contains all data related to the material structures and calculation workflows developed in this work.

Identifier
DOI https://doi.org/10.24435/materialscloud:nr-hq
Related Identifier https://doi.org/10.48550/arXiv.2504.03962
Related Identifier https://renkulab.io/projects/new?data=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Related Identifier https://renkulab.io/projects/new?data=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Related Identifier https://archive.materialscloud.org/communities/mcarchive
Related Identifier https://doi.org/10.24435/materialscloud:h4-r2
Metadata Access https://archive.materialscloud.org/oai2d?verb=GetRecord&metadataPrefix=oai_dc&identifier=oai:materialscloud.org:2636
Provenance
Creator de Miranda Nascimento, Gabriel; José dos Santos, Flaviano; Bercx, Marnik; Pizzi, Giovanni; Marzari, Nicola
Publisher Materials Cloud
Contributor de Miranda Nascimento, Gabriel; José dos Santos, Flaviano; Bercx, Marnik; Pizzi, Giovanni; Marzari, Nicola
Publication Year 2025
Rights info:eu-repo/semantics/openAccess; Creative Commons Attribution 4.0 International; https://creativecommons.org/licenses/by/4.0/legalcode
OpenAccess true
Contact archive(at)materialscloud.org
Representation
Language English
Resource Type info:eu-repo/semantics/other
Format text/markdown; application/octet-stream; application/zip
Discipline Materials Science and Engineering