Author

Elias Ball

University of Tübingen

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Approach:graph neural network· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Annika NeldeiD· 1 shared Jens BaueriD· 1 shared Jonas ScheidiD· 1 shared Josua StadelmaieriD· 1 shared Juliane Sarah WalziD· 1 shared Manfred ClaasseniD· 1 shared Marissa Lisa DubbelaariD· 1 shared Mark PolsteriD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

Co-Author Collaboration Network

9 top collaborators · 36 mutual co-author links

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1 shared paperBioinformatics

Annika NeldeORCID

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1 paper

Recent·Most cited

t2pmhc: A Structure-Informed Graph Neural Network to predict TCR-pMHC Binding

Mark Polster, Josua Stadelmaier, Elias Ball, Jonas Scheid, Jens Bauer, Annika Nelde, Manfred Claassen, Marissa Lisa Dubbelaar, Juliane Sarah Walz, Sven Nahnsen

The paper introduces t2pmhc, a structure-informed graph neural network for predicting TCR-pMHC binding, showing improved generalization to unseen peptides compared to existing methods.

bioRxiv · Mar 6, 2026 · PreprintBioinformatics