Author

F. H. Arnold

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· 3

Signature Assays, Organisms & Methods

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Research Focus:protein design· 3 Approach:deep learning· 2 Assay:proteomics· 2 Research Focus:drug response / drug discovery· 1 Approach:experimental assay· 1 Organism:mouse· 1 Assay:protein sequence· 1 Approach:statistical model· 1

Frequent Co-Authors

K. E. Johnston· 2 shared B. J. Wittmann· 1 shared C. N. Bedbrook· 1 shared F.-Z. Li· 1 shared J. Ducharme· 1 shared J. E. Robinson· 1 shared J. Yang· 1 shared K. K. Yang· 1 shared

Activity by Year

2019-2023 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 15 mutual co-author links

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2 shared papersBioengineering

K. E. Johnston

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Author profile →

3 papers

Recent·Most cited

DeCOIL: Optimization of Degenerate Codon Libraries for Machine Learning-Assisted Protein Engineering

J. Yang, J. Ducharme, K. E. Johnston, F.-Z. Li, Y. Yue, F. H. Arnold

DeCOIL optimizes degenerate codon libraries for ML-assisted protein engineering to generate diverse and high-fitness protein variants.

bioRxiv · May 11, 2023Bioengineering

evSeq: Cost-Effective Amplicon Sequencing of Every Variant in a Protein Library

B. J. Wittmann, K. E. Johnston, P. J. Almhjell, F. H. Arnold

evSeq enables cost-effective sequencing of every protein variant in a library, making extensive sequence-fitness data collection practical.

bioRxiv · Nov 18, 2021Bioengineering

Machine learning-guided channelrhodopsin engineering enables minimally-invasive optogenetics

C. N. Bedbrook, K. K. Yang, J. E. Robinson, V. Gradinaru, F. H. Arnold

The paper engineers light-gated channelrhodopsins with high photocurrent and light sensitivity, enabling minimally-invasive optogenetics without invasive surgery or implants.

bioRxiv · Mar 3, 2019Bioengineering