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JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention

Crossref DOI link: https://doi.org/10.1038/s42003-026-09632-9

Published Online: 2026-02-03

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

Authors

Barducci, Guido https://orcid.org/0009-0005-1052-8495
Rossi, Ivan https://orcid.org/0000-0002-2077-7496
Codicé, Francesco https://orcid.org/0009-0001-6458-9075
Rollo, Cesare https://orcid.org/0000-0001-6093-1454
Repetto, Valeria https://orcid.org/0000-0001-8678-3189
Pancotti, Corrado https://orcid.org/0000-0003-2327-1148
Iannibelli, Virginia https://orcid.org/0009-0008-5253-4051
Sanavia, Tiziana https://orcid.org/0000-0003-3288-0631
Fariselli, Piero https://orcid.org/0000-0003-1811-4762
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Text and Data Mining valid from 2026-02-03

Version of Record valid from 2026-04-07
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Article History

Received: 4 August 2025

Accepted: 22 January 2026

First Online: 3 February 2026

Competing interests

: The authors declare no competing interests.