no code implementations • 26 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.
no code implementations • bioRxiv 2022 • Christian Dallago, Jody Mou, Kadina E. Johnston, Bruce J. Wittmann, Nicholas Bhattacharya, Samuel Goldman, Ali Madani, Kevin K. Yang
Machine learning could enable an unprecedented level of control in protein engineering for therapeutic and industrial applications.
no code implementations • 9 Apr 2021 • Zachary Wu, Kadina E. Johnston, Frances H. Arnold, Kevin K. Yang
Protein engineering seeks to identify protein sequences with optimized properties.