Author

Giuseppe Cimicata

University of California, San Francisco

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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Bioengineering· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:diffusion model· 1 Research Focus:protein design· 1 Assay:protein structure· 1 Research Focus:protein structure prediction· 1

Frequent Co-Authors

Artem Y. LyubimoviD· 1 shared Bo HuangiD· 1 shared Guoxun ZhangiD· 1 shared James S. FraseriD· 1 shared Klaus YserentantiD· 1 shared Kyrellos E. IbrahimiD· 1 shared Sonya Lee· 1 shared Tanja KortemmeiD· 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 paperBioengineering

Artem Y. LyubimovORCID

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1 paper

Recent·Most cited

Programming protein shape as an explicit design layer via CAD blueprint-guided diffusion

Yilun Qi, Guoxun Zhang, Klaus Yserentant, Sonya Lee, Artem Y. Lyubimov, Kyrellos E. Ibrahim, Giuseppe Cimicata, James S. Fraser, Bo Huang, Tanja Kortemme

The paper integrates CAD blueprints with diffusion models to explicitly program protein shapes, demonstrating emergent functions through molecular design.

bioRxiv · Jul 23, 2026 · PreprintBioengineering