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Current Opinion in Chemical Biology
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May 29, 2021
Protein sequence design with deep generative models
Zachary Wu, Kadina E Johnston, Frances H Arnold, et al.
Current Opinion in Structural Biology
|
March 1, 2021
Advances in machine learning for directed evolution
Bruce J Wittmann, Kadina E Johnston, Zachary Wu, et al.
ACS Synthetic Biology
|
February 17, 2022
evSeq: Cost-Effective Amplicon Sequencing of Every Variant in a Protein Library
Bruce J Wittmann, Kadina E Johnston, Patrick J Almhjell, et al.
ACS Synthetic Biology
|
December 24, 2024
LevSeq: Rapid Generation of Sequence-Function Data for Directed Evolution and Machine Learning
Yueming Long, Ariane Mora, Francesca-Zhoufan Li, et al.
ACS Synthetic Biology
|
January 17, 2024
Correction to "DeCOIL: Optimization of Degenerate Codon Libraries for Machine Learning-Assisted Protein Engineering"
Jason Yang, Julie Ducharme, Kadina E Johnston, et al.
ACS Synthetic Biology
|
July 31, 2023
DeCOIL: Optimization of Degenerate Codon Libraries for Machine Learning-Assisted Protein Engineering
Jason Yang, Julie Ducharme, Kadina E Johnston, et al.
Cell Systems
|
September 11, 2025
Evaluation of machine learning-assisted directed evolution across diverse combinatorial landscapes
Francesca-Zhoufan Li, Jason Yang, Kadina E Johnston, et al.
Arxiv
|
June 9, 2023
Machine Learning for Protein Engineering
Kadina E Johnston, Clara Fannjiang, Bruce J Wittmann, et al.
Proceedings of the National Academy of Sciences of the United States of America
|
July 29, 2024
A combinatorially complete epistatic fitness landscape in an enzyme active site
Kadina E Johnston, Patrick J Almhjell, Ella J Watkins-Dulaney, et al.
Nature Chemical Biology
|
May 14, 2024
The β-subunit of tryptophan synthase is a latent tyrosine synthase
Patrick J Almhjell, Kadina E Johnston, Nicholas J Porter, et al.
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Search research articles
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Showing results (1-10 of 11) with videos related to
Sort By:
Page
of 2
Current Opinion in Chemical Biology
|
May 29, 2021
Protein sequence design with deep generative models
Zachary Wu, Kadina E Johnston, Frances H Arnold, et al.
Current Opinion in Structural Biology
|
March 1, 2021
Advances in machine learning for directed evolution
Bruce J Wittmann, Kadina E Johnston, Zachary Wu, et al.
ACS Synthetic Biology
|
February 17, 2022
evSeq: Cost-Effective Amplicon Sequencing of Every Variant in a Protein Library
Bruce J Wittmann, Kadina E Johnston, Patrick J Almhjell, et al.
ACS Synthetic Biology
|
December 24, 2024
LevSeq: Rapid Generation of Sequence-Function Data for Directed Evolution and Machine Learning
Yueming Long, Ariane Mora, Francesca-Zhoufan Li, et al.
ACS Synthetic Biology
|
January 17, 2024
Correction to "DeCOIL: Optimization of Degenerate Codon Libraries for Machine Learning-Assisted Protein Engineering"
Jason Yang, Julie Ducharme, Kadina E Johnston, et al.
ACS Synthetic Biology
|
July 31, 2023
DeCOIL: Optimization of Degenerate Codon Libraries for Machine Learning-Assisted Protein Engineering
Jason Yang, Julie Ducharme, Kadina E Johnston, et al.
Cell Systems
|
September 11, 2025
Evaluation of machine learning-assisted directed evolution across diverse combinatorial landscapes
Francesca-Zhoufan Li, Jason Yang, Kadina E Johnston, et al.
Arxiv
|
June 9, 2023
Machine Learning for Protein Engineering
Kadina E Johnston, Clara Fannjiang, Bruce J Wittmann, et al.
Proceedings of the National Academy of Sciences of the United States of America
|
July 29, 2024
A combinatorially complete epistatic fitness landscape in an enzyme active site
Kadina E Johnston, Patrick J Almhjell, Ella J Watkins-Dulaney, et al.
Nature Chemical Biology
|
May 14, 2024
The β-subunit of tryptophan synthase is a latent tyrosine synthase
Patrick J Almhjell, Kadina E Johnston, Nicholas J Porter, et al.
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of 2