Author

Lukas Billera

Karolinska Institutet

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· 2

Signature Assays, Organisms & Methods

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Assay:protein structure· 2 Approach:deep learning· 1 Research Focus:protein design· 1 Research Focus:protein structure prediction· 1 Approach:statistical model· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Anton Oresten· 2 shared Aron StålmarckiD· 2 shared Ben MurrelliD· 2 shared Kenta Sato· 2 shared Mateusz Kaduk· 2 shared Hedwig Nora Nordlinder· 1 shared Jack Collier Ryder· 1 shared

Activity by Year

2024-2025 · peak 1/yr

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7 top collaborators · 21 mutual co-author links

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2 shared papersBioinformatics

Anton Oresten

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2 papers

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

The Continuous Language of Protein Structure

Lukas Billera, Anton Oresten, Aron Stålmarck, Kenta Sato, Mateusz Kaduk, Ben Murrell

This paper introduces a generative autoregressive language model for protein backbone design, showing it can sample diverse and realistic protein chains.

bioRxiv · May 11, 2024 · PreprintBioinformatics