JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention.
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| Title: | JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention. |
|---|---|
| Authors: | Barducci, Guido1 (AUTHOR) guido.barducci@unito.it, Rossi, Ivan1 (AUTHOR), Codicé, Francesco1 (AUTHOR), Rollo, Cesare1 (AUTHOR), Repetto, Valeria1,2 (AUTHOR), Pancotti, Corrado3 (AUTHOR), Iannibelli, Virginia1 (AUTHOR), Sanavia, Tiziana1 (AUTHOR), Fariselli, Piero1 (AUTHOR) piero.fariselli@unito.it |
| Source: | Communications Biology. 2/3/2026, Vol. 9 Issue 1, p1-15. 15p. |
| Database: | Academic Search Ultimate |
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| FullText | Links: – Type: pdflink Text: Availability: 1 |
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| Header | DbId: asn DbLabel: Academic Search Ultimate An: 192831882 AccessLevel: 2 PubType: Academic Journal PubTypeId: academicJournal PreciseRelevancyScore: 0 |
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| Items | – Name: Title Label: Title Group: Ti Data: JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention. – Name: Author Label: Authors Group: Au Data: <searchLink fieldCode="AR" term="%22Barducci%2C+Guido%22">Barducci, Guido</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> guido.barducci@unito.it</i><br /><searchLink fieldCode="AR" term="%22Rossi%2C+Ivan%22">Rossi, Ivan</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Codicé%2C+Francesco%22">Codicé, Francesco</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Rollo%2C+Cesare%22">Rollo, Cesare</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Repetto%2C+Valeria%22">Repetto, Valeria</searchLink><relatesTo>1,2</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Pancotti%2C+Corrado%22">Pancotti, Corrado</searchLink><relatesTo>3</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Iannibelli%2C+Virginia%22">Iannibelli, Virginia</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Sanavia%2C+Tiziana%22">Sanavia, Tiziana</searchLink><relatesTo>1</relatesTo> (AUTHOR)<br /><searchLink fieldCode="AR" term="%22Fariselli%2C+Piero%22">Fariselli, Piero</searchLink><relatesTo>1</relatesTo> (AUTHOR)<i> piero.fariselli@unito.it</i> – Name: TitleSource Label: Source Group: Src Data: <searchLink fieldCode="JN" term="%22Communications+Biology%22">Communications Biology</searchLink>. 2/3/2026, Vol. 9 Issue 1, p1-15. 15p. |
| PLink | https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=192831882 |
| RecordInfo | BibRecord: BibEntity: Identifiers: – Type: doi Value: 10.1038/s42003-026-09632-9 Languages: – Code: eng Text: English PhysicalDescription: Pagination: PageCount: 15 StartPage: 1 Titles: – TitleFull: JanusDDG: a physics-informed neural network for sequence-based protein stability via two-fronts attention. Type: main BibRelationships: HasContributorRelationships: – PersonEntity: Name: NameFull: Barducci, Guido – PersonEntity: Name: NameFull: Rossi, Ivan – PersonEntity: Name: NameFull: Codicé, Francesco – PersonEntity: Name: NameFull: Rollo, Cesare – PersonEntity: Name: NameFull: Repetto, Valeria – PersonEntity: Name: NameFull: Pancotti, Corrado – PersonEntity: Name: NameFull: Iannibelli, Virginia – PersonEntity: Name: NameFull: Sanavia, Tiziana – PersonEntity: Name: NameFull: Fariselli, Piero IsPartOfRelationships: – BibEntity: Dates: – D: 03 M: 02 Text: 2/3/2026 Type: published Y: 2026 Identifiers: – Type: issn-print Value: 23993642 Numbering: – Type: volume Value: 9 – Type: issue Value: 1 Titles: – TitleFull: Communications Biology Type: main |
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