Claire N. Bedbrook

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

Frances H. Arnold, Viviana Gradinaru, Kevin K. Yang, 2017, PLoS Comput. Biol..

Machine learning-guided channelrhodopsin engineering enables minimally-invasive optogenetics

Frances H. Arnold, Viviana Gradinaru, Kevin K. Yang, 2019, Nature Methods.

Learned protein embeddings for machine learning

Zachary Wu, Frances H. Arnold, Kevin K. Yang, 2018, Bioinformatics.

Learned protein embeddings for machine learning

Zachary Wu, Frances H. Arnold, Kevin K. Yang, 2018, Bioinform..

Machine learning-guided channelrhodopsin engineering enables minimally-invasive optogenetics

Frances H. Arnold, Viviana Gradinaru, Kevin K. Yang, 2019, Nature Methods.

Structure-guided SCHEMA recombination generates diverse chimeric channelrhodopsins

Frances H. Arnold, Xiaozhe Ding, Viviana Gradinaru, 2017, Proceedings of the National Academy of Sciences.

Archaerhodopsin Variants with Enhanced Voltage Sensitive Fluorescence in Mammalian and Caenorhabditis elegans Neurons

Paul W. Sternberg, Frances H. Arnold, Viviana Gradinaru, 2014, Nature Communications.