Author

Lucas Francisco dos Santos

ETH ZurichORCID 0000-0001-5931-4272Unclaimed 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 Approach:machine learning (classical)· 1 Research Focus:protein folding & dynamics· 1 Assay:proteomics· 1 Approach:statistical model· 1

Frequent Co-Authors

Gonzalo Guillén‐GosálbeziD· 1 shared Lenka FaltovaiD· 1 shared Marco A. BühleriD· 1 shared Marcos Gil-GarcíaiD· 1 shared Paolo ArosioiD· 1 shared Timo N. SchneideriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBiochemistry

Gonzalo Guillén‐GosálbezORCID

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1 paper

Recent·Most cited

BiochemistryNature CommunicationsPeer-reviewedMay 16, 2026

De novo design of peptides localizing at the interface of biomolecular condensates

Timo N. Schneider, Marcos Gil-García, Marco A. Bühler…·Paolo Arosio

This study designs peptides that localize at biomolecular condensate interfaces using a computational pipeline combining simulations, machine learning, and optimization, revealing charge-dependent localization mechanisms.

7 citationstop 1%

proteomicsdeep learning

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