Author

Wissam Karroucha

InsermORCID 0009-0007-7404-5155Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Approach:benchmark study· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:graph neural network· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Massimiliano BonomiiD· 1 shared Nicolas PortaliD· 1 shared Vincent MalletiD· 1 shared

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2026-2026 · peak 1/yr

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1 shared paperBioinformatics

Massimiliano BonomiORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintOct 14, 2026

✦ In-depth digest

Learning Dynamic Protein Representations at Scale with Distograms

Nicolas Portal, Wissam Karroucha, Vincent Mallet, Massimiliano Bonomi

Adding Boltz2 distogram edges and features to protein and RNA graph networks beats MD-correlation graphs on binding tasks and improves stability, interaction and RNA predictions without simulation.

2 citations

protein structuregraph neural network

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