Author

Irene Martinez

Stanford University

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

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Synthetic Biology· 1

Signature Assays, Organisms & Methods

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Approach:experimental assay· 1 Approach:machine learning (classical)· 1 Research Focus:protein design· 1 Assay:proteomics· 1

Frequent Co-Authors

Anru Tian· 1 shared Ashty S. KarimiD· 1 shared Benjamin Shapero· 1 shared Debora S. MarksiD· 1 shared Evan KompiD· 1 shared Grant M. LandwehriD· 1 shared Gregg T. BeckhamiD· 1 shared John Tyler LazariD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperSynthetic Biology

Anru Tian

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1 paper

Recent·Most cited

Machine learning guided cell-free expression maps the biochemical landscape of carbonic anhydrase

John Tyler Lazar, Evan Komp, Irene Martinez, Kyle Zolkin, Pascal Notin, Samer Saleh, Grant M. Landwehr, K I Kim, Anru Tian, Benjamin Shapero, Ashty S. Karim, Debora S. Marks, Gregg T. Beckham, Michael C. Jewett

The paper uses machine learning to guide cell-free expression of carbonic anhydrases, identifying variants with improved stability under high temperatures.

bioRxiv · Jul 8, 2026 · PreprintSynthetic Biology