Frances H. Arnold

According to our database, Frances H. Arnold authored at least 10 papers between 2003 and 2025.

Collaborative distances:

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

2025

Steering Generative Models with Experimental Data for Protein Fitness Optimization.

Jason Yang, Wenda Chu, Daniel Khalil, Raul Astudillo, Bruce J. Wittmann, Frances H. Arnold, Yisong Yue

CoRR, May, 2025

2024

CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes.

Jason Yang, Ariane Mora, Shengchao Liu, Bruce J. Wittmann, Animashree Anandkumar, Frances H. Arnold, Yisong Yue

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

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