Author

Stefano Gianni

Istituto PasteurORCID 0000-0003-1653-1925Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Research Focus:protein folding & dynamics· 1 Assay:protein structure· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Bruno SteganiiD· 1 shared Camilla ArdizzoneiD· 1 shared Carlo CamilloniiD· 1 shared Fran Bačić ToplekiD· 1 shared Riccardo CapelliiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

5 top collaborators · 10 mutual co-author links

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1 shared paperBiochemistry

Bruno SteganiORCID

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1 paper

Recent·Most cited

Assessing multi-eGO Predictions of PDZ2-Peptide Binding across Mutations

Camilla Ardizzone, Bruno Stegani, Fran Bačić Toplek, Stefano Gianni, Riccardo Capelli, Carlo Camilloni

This study evaluates multi-eGO's ability to predict PDZ2-peptide binding changes across mutations, showing good thermodynamic agreement but limited kinetic accuracy.

bioRxiv · Sep 14, 2026 · PreprintBiochemistry