Frances H. Arnold

According to our database, Frances H. Arnold authored at least 8 papers between 2003 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Protein sequence design with deep generative models.

Zachary Wu, Kadina E. Johnston, Frances H. Arnold, Kevin K. Yang

CoRR, 2021

2019

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. USA, 2019

2018

Learned protein embeddings for machine learning.

Kevin K. Yang, Zachary Wu, Claire N. Bedbrook, Frances H. Arnold

Bioinform., 2018

2017

Machine learning to design integral membrane channelrhodopsins for efficient eukaryotic expression and plasma membrane localization.

Claire N. Bedbrook, Kevin K. Yang, Austin J. Rice, Viviana Gradinaru, Frances H. Arnold

PLoS Comput. Biol., 2017

2013

Navigating the protein fitness landscape with Gaussian processes.

Philip A. Romero, Andreas Krause, Frances H. Arnold

Proc. Natl. Acad. Sci. USA, 2013

2012

Random Field Model Reveals Structure of the Protein Recombinational Landscape.

Philip A. Romero, Frances H. Arnold

PLoS Comput. Biol., 2012

2005

A Dual Selection Module for Directed Evolution of Genetic Circuits.

Yohei Yokobayashi, Frances H. Arnold

Nat. Comput., 2005

2003

Evolutionary Design of Genetic Circuits and Cell-Cell Communications.

Yohei Yokobayashi, Cynthia H. Collins, Jared R. Leadbetter, Frances H. Arnold, Ron Weiss

Adv. Complex Syst., 2003