Author

Jack Collier Ryder

Karolinska Institutet

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Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Assay:protein structure· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anton Oresten· 1 shared Aron StålmarckiD· 1 shared Ben MurrelliD· 1 shared Hedwig Nora Nordlinder· 1 shared Kenta Sato· 1 shared Lukas Billera· 1 shared Mateusz Kaduk· 1 shared

Activity by Year

2025-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Anton Oresten

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1 paper

Recent·Most cited

Spontaneous Emergence of Symmetry in a Generative Model of Protein Structure

Anton Oresten, Kenta Sato, Aron Stålmarck, Lukas Billera, Hedwig Nora Nordlinder, Jack Collier Ryder, Mateusz Kaduk, Ben Murrell

This paper shows a transformer-based generative model for proteins spontaneously creates symmetry without explicit training or generation constraints.

bioRxiv · Nov 3, 2025 · PreprintBioinformatics