Frances H. Arnold

14 papers A* 1Journal 13

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction. CoRR Emily Jin, Andrei Cristian Nica, Mikhail Galkin, Jarrid Rector-Brooks, Kin Long Kelvin Lee, Santiago Miret, Frances H. Arnold, Michael M. Bronstein, Avishek Joey Bose, Alexander Tong, Cheng-Hao Liu
2025	J	`jnl`	Self Distillation Fine-Tuning of Protein Language Models Improves Versatility in Protein Design. CoRR Amin Tavakoli, Raswanth Murugan, Ozan Gökdemir, Arvind Ramanathan, Frances H. Arnold, Anima Anandkumar
2025	J	`jnl`	Steering Generative Models with Experimental Data for Protein Fitness Optimization. CoRR Jason Yang, Wenda Chu, Daniel Khalil, Raul Astudillo, Bruce J. Wittmann, Frances H. Arnold, Yisong Yue
2024	A*	`conf`	CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes. NeurIPS Jason Yang, Ariane Mora, Shengchao Liu, Bruce J. Wittmann, Animashree Anandkumar, Frances H. Arnold, Yisong Yue
2024	J	`jnl`	CARE: a Benchmark Suite for the Classification and Retrieval of Enzymes. CoRR Jason Yang, Ariane Mora, Shengchao Liu, Bruce J. Wittmann, Anima Anandkumar, Frances H. Arnold, Yisong Yue
2021	J	`jnl`	Protein sequence design with deep generative models. CoRR Zachary Wu, Kadina E. Johnston, Frances H. Arnold, Kevin K. Yang
2019	J	`jnl`	Machine learning-assisted directed protein evolution with combinatorial libraries. Proc. Natl. Acad. Sci. USA Zachary Wu, S. B. Jennifer Kan, Russell D. Lewis, Bruce J. Wittmann, Frances H. Arnold
2018	J	`jnl`	Learned protein embeddings for machine learning. Bioinform. Kevin K. Yang, Zachary Wu, Claire N. Bedbrook, Frances H. Arnold
2018	J	`jnl`	Learned protein embeddings for machine learning. Bioinform. Kevin K. Yang, Zachary Wu, Claire N. Bedbrook, Frances H. Arnold
2017	J	`jnl`	Machine learning to design integral membrane channelrhodopsins for efficient eukaryotic expression and plasma membrane localization. PLoS Comput. Biol. Claire N. Bedbrook, Kevin K. Yang, Austin J. Rice, Viviana Gradinaru, Frances H. Arnold
2013	J	`jnl`	Navigating the protein fitness landscape with Gaussian processes. Proc. Natl. Acad. Sci. USA Philip A. Romero, Andreas Krause, Frances H. Arnold
2012	J	`jnl`	Random Field Model Reveals Structure of the Protein Recombinational Landscape. PLoS Comput. Biol. Philip A. Romero, Frances H. Arnold
2005	J	`jnl`	A Dual Selection Module for Directed Evolution of Genetic Circuits. Nat. Comput. Yohei Yokobayashi, Frances H. Arnold
2003	J	`jnl`	Evolutionary Design of Genetic Circuits and Cell-Cell Communications. Adv. Complex Syst. Yohei Yokobayashi, Cynthia H. Collins, Jared R. Leadbetter, Frances H. Arnold, Ron Weiss