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Accelerating charge estimation in molecular dynamics simulations using physics-informed neural networks: corrosion applications

Crossref DOI link: https://doi.org/10.1038/s41524-024-01495-0

Published Online: 2025-02-03

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Venkatraman, Aditya https://orcid.org/0000-0002-5478-0693
Wilson, Mark A.

Montes de Oca Zapiain, David https://orcid.org/0000-0001-7890-0859
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Text and Data Mining valid from 2025-02-03

Version of Record valid from 2025-02-03
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Article History

Received: 1 August 2024

Accepted: 9 December 2024

First Online: 3 February 2025

Competing interests

: The authors declare no competing interests.