Author

Petra E. M. Balbi

École Polytechnique Fédérale de LausanneORCID 0009-0000-4080-9216Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1 Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Assay:protein structure· 2 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:human· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1

Frequent Co-Authors

Bruno E. CorreiaiD· 2 shared Sandrine GeorgeoniD· 2 shared Ahmed SadekiD· 1 shared Alex J. VecchioiD· 1 shared Anthony MarchandiD· 1 shared Casper A. GoverdeiD· 1 shared Che YangiD· 1 shared Christian SchellhaasiD· 1 shared

Activity by Year

2023-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersSynthetic Biology

Bruno E. CorreiaORCID

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2 papers

Recent·Most cited

Synthetic BiologyProceedings of the National Academy of SciencesPeer-reviewedJan 28, 2026

Mapping targetable sites on the human surfaceome for the design of novel binders

Petra E. M. Balbi, Ahmed Sadek, Anthony Marchand…·Bruno E. Correia

The paper identifies 4,500 targetable sites on the human surfaceome and introduces binder seeds for protein design, validated through experimental approaches and supported by a database.

6 citationstop 2%

humanprotein structure

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BioinformaticsbioRxivPreprintMay 9, 2023

Computational design of soluble functional analogues of integral membrane proteins

Casper A. Goverde, Martin Pačesa, Nicolas Manuel Goldbach…·Bruno E. Correia

This study designs soluble analogues of integral membrane proteins using deep learning, achieving high thermal stability and functional accuracy.

20 citations

protein structuredeep learning

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