Academic lineage
- Frances H Arnold - Ph.D. student
Highly accurate protein structure prediction for the human proteome
- Kathryn Tunyasuvunakool, Jonas Adler, Zachary Wu, …, Pushmeet Kohli, John Jumper, Demis Hassabis
- Nature, 10.1038/s41586-021-03828-1
Protein sequence design with deep generative models
- Zachary Wu, Kadina E Johnston, Frances H Arnold, Kevin K Yang
- Curr Opin Chem Biol, 10.1016/j.cbpa.2021.04.004
Advances in machine learning for directed evolution
- Bruce J Wittmann, Kadina E Johnston, Zachary Wu, Frances H Arnold
- Curr Opin Struct Biol, 10.1016/j.sbi.2021.01.008
Signal Peptides Generated by Attention-Based Neural Networks
- Zachary Wu, Kevin K Yang, Michael J Liszka, …, David Wernick, David P Weiner, Frances H Arnold
- ACS Synth Biol, 10.1021/acssynbio.0c00219
Machine learning-assisted directed protein evolution with combinatorial libraries
- Zachary Wu, S B Jennifer Kan, Russell D Lewis, Bruce J Wittmann, Frances H Arnold
- Proc Natl Acad Sci U S A, 10.1073/pnas.1901979116
Learned protein embeddings for machine learning
- Kevin K Yang, Zachary Wu, Claire N Bedbrook, Frances H Arnold
- Bioinformatics, 10.1093/bioinformatics/bty455