Search Results for author: Bruce J. Wittmann

Found 3 papers, 0 papers with code

Machine Learning for Protein Engineering

no code implementations26 May 2023 Kadina E. Johnston, Clara Fannjiang, Bruce J. Wittmann, Brian L. Hie, Kevin K. Yang, Zachary Wu

Directed evolution of proteins has been the most effective method for protein engineering.

Machine learning-assisted directed protein evolution with combinatorial libraries

no code implementations19 Feb 2019 Zachary Wu, S. B. Jennifer Kan, Russell D. Lewis, Bruce J. Wittmann, Frances H. Arnold

To reduce experimental effort associated with directed protein evolution and to explore the sequence space encoded by mutating multiple positions simultaneously, we incorporate machine learning in the directed evolution workflow.


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