Author

Justin J. Baerwald

Lawrence Berkeley National LaboratoryORCID 0009-0007-8609-8369Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioengineering· 1

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Approach:deep learning· 1 Assay:metagenomics· 1 Research Focus:software / tool· 1

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Aalini JiangiD· 1 shared Andre CornmaniD· 1 shared Christopher J. PetzoldiD· 1 shared Jay D. KeaslingiD· 1 shared Jennifer W. GiniD· 1 shared Jonathan AbrahamiD· 1 shared Kyrellos E. IbrahimiD· 1 shared Marco HuangiD· 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 paperBioengineering

Aalini JiangORCID

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1 paper

Recent·Most cited

BioengineeringbioRxivPreprintSep 22, 2026

Generative Design of New-to-nature Biosynthetic Assembly Lines with Genomic Language Modeling

Nathan Lanclos, Kyrellos E. Ibrahim, Andre Cornman…·Yunha Hwang

This paper uses a genomic language model to design and optimize a synthetic biosynthetic pathway for producing a non-natural molecule, achieving a 9.4-fold increase in production.

DOI 10.64898/2026.09.11.750945

metagenomicsdeep learning

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