Author

Andreea Gane

Google (United States)

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 Evolutionary Biology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:protein sequence· 1 Assay:proteomics· 1 Research Focus:sequence-to-function modeling· 1

Frequent Co-Authors

Lucy J. ColwelliD· 2 shared Maxwell L. BileschiiD· 2 shared Ali BashiriD· 1 shared Ankur P. Parikh· 1 shared Bhaskar Gurram· 1 shared David BelangeriD· 1 shared Drew BryantiD· 1 shared Eric D. KelsiciD· 1 shared

Activity by Year

2024-2026 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 29 mutual co-author links

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2 shared papersEvolutionary Biology

Lucy J. ColwellORCID

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2 papers

Recent·Most cited

A Vast Navigable Protein Sequence Subspace

Sam Sinai, Andreea Gane, Nina K. Jain, Drew Bryant, Maxwell L. Bileschi, Ali Bashir, George M. Church, Eric D. Kelsic, Lucy J. Colwell

The paper maps the genome packaging landscape of AAV2 capsid protein using high-throughput synthesis and machine learning, revealing navigable subspaces of functionally viable sequences.

bioRxiv · Oct 22, 2026 · PreprintEvolutionary Biology

ProtEx: A Retrieval-Augmented Approach for Protein Function Prediction

Peter Shaw, Bhaskar Gurram, David Belanger, Andreea Gane, Maxwell L. Bileschi, Lucy J. Colwell, Kristina Toutanova, Ankur P. Parikh

ProtEx improves protein function prediction by using retrieved exemplars, achieving state-of-the-art results for EC numbers, GO terms, and Pfam families.

bioRxiv · May 30, 2024 · PreprintBioinformatics