Author

Ahmed El-Kishky

OpenAI (United States)ORCID 0000-0003-0121-7781Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Synthetic Biology· 1

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Research Focus:drug response / drug discovery· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alexus A. Smith· 1 shared Alicia Byrn· 1 shared Alvaro R. Bautista-AyalaiD· 1 shared Alycia Wong· 1 shared Alyssa Tran· 1 shared Andrew L. Consiglio· 1 shared Andrew Nesson· 1 shared Austin Kathleen J· 1 shared

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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

Alexus A. Smith

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1 paper

Recent·Most cited

Synthetic BiologybioRxivPreprintFeb 5, 2026

Using a GPT-5-driven autonomous lab to optimize the cost and titer of cell-free protein synthesis

Alexus A. Smith, Edmund L. Wong, Ronan C. Donovan…·Reshma P. Shetty

This paper demonstrates an LLM-driven autonomous lab that reduces the cost of cell-free protein synthesis by 40% and increases titer by 27% through iterative optimization.

10 citations

machine learning (classical)drug response / drug discovery

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