Author

Gert E. Folkers

University of BaselORCID 0000-0003-1070-0505Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Assay:protein structure· 2 Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Research Focus:protein folding & dynamics· 1 Research Focus:variant effect prediction· 1

Frequent Co-Authors

Alexandre M. J. J. BonviniD· 1 shared Anna VangoneiD· 1 shared Basile I. M. WickyiD· 1 shared Cunliang GengiD· 1 shared Dylan Abramson· 1 shared Elsa Stern· 1 shared Guillaume MasiD· 1 shared Gytis JankeviciusiD· 1 shared

Activity by Year

2018-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Alexandre M. J. J. BonvinORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintFeb 17, 2026

Large-scale exploration of protein space by automated NMR

Thomas Müntener, Dylan Abramson, Elsa Stern…·Sebastian Hiller

This paper develops a scalable NMR pipeline to characterize protein structure and dynamics, finding that designed proteins adopt intended folds and exhibit unexpected dynamics not captured by current models.

DOI 10.64898/2026.02.16.706194

protein structureexperimental assay

𝕏 PostBluesky

BioinformaticsProteins Structure Function and BioinformaticsPeer-reviewedNov 12, 2018

iSEE: Interface Structure, Evolution and Energy-based machine learning predictor of binding affinity changes upon mutations

Cunliang Geng, Anna Vangone, Gert E. Folkers…·Alexandre M. J. J. Bonvin

iSEE predicts binding affinity changes upon mutations using a random forest model with 31 features, achieving high performance on diverse datasets.

82 citations

protein structuremachine learning (classical)

𝕏 PostBluesky