James Bowden
@jamesbowden_
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ML + Science researcher. next: @berkeley_ai PhD, @NSF fellow! prev: @Caltech. he/him.
Pasadena, CA
Joined July 2020
RT @jsunn_y: Happy to share that our work on Active Learning-Assisted Directed Evolution is now published in @NatureComms! We show that it'….
nature.com
Nature Communications - Directed evolution is a powerful method to optimize protein fitness. Here, authors develop an active learning workflow using machine learning to more efficiently explore the...
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RT @jsunn_y: Excited to share our preprint on Active Learning-Assisted Directed Evolution (ALDE)! We present a practical workflow that leve….
biorxiv.org
Directed evolution (DE) is a powerful tool to optimize protein fitness for a specific application. However, DE can be inefficient when mutations exhibit non-additive, or epistatic, behavior. Here, we...
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RT @yuxinch: Joint work on partition-based BO, with Caltech and LLNL collaborators @yisongyue @jamesbowden_ et al., led by Fengxue -- Look….
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phd time @berkeley_ai @jlistgarten @svlevine !! also time to start using twitter…?. super excited for the next several years and genuinely so much appreciation to @yisongyue @ryan_p_adams @YueLabCaltech @denizzokt @klbouman @countability + many others who have built me up :))
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