Media Summary: We discuss Bruce's career from being pre-med and getting into research while at Washington University in St. Louis to working at ... Vincent Tran of the Patrick Hsu Lab discusses his team's publication in the journal Science on Enhancing Protein Engineering with Active

Machine Learning Assisted Directed Evolution - Detailed Analysis & Overview

We discuss Bruce's career from being pre-med and getting into research while at Washington University in St. Louis to working at ... Vincent Tran of the Patrick Hsu Lab discusses his team's publication in the journal Science on Enhancing Protein Engineering with Active ... the model and you have this virtuous design build test cycle which is essentially just Viviana Gradinaru completed her BS at Caltech and did her PhD research at Stanford University. She is now a professor of ... Vincent Tran of the Patrick Hsu Lab walks through the UI for MULTI-evolve, a

Using a strategy known as “focused training Eric and Wendy Schmidt Center Symposium: Biomedical Science and AI April 28 - 29, 2026 Day 1, Invited talk: The role of ... Frances Arnold, George Smith, and Gregory Winter won the 2018 Nobel Prize in Chemistry. Watch our latest episode to learn why. May 10, 2017 Ahmed Badran Broad Fellow, Chemical Biology & Therapeutic Sciences Continuous

Photo Gallery

Machine-Learning Assisted Directed Evolution - Viviana Gradinaru - 10/25/2019
Machine Learning-Assisted Directed Evolution with Bruce Wittmann
MULTI-evolve: Rapid directed evolution guided by protein language models and epistatic interactions.
Webinar: Active Learning Assisted Directed Evolution (ALDE) with Caltech and Elegen
Andrew W. Ferguson, "Machine learning-guided directed evolution of functional proteins"
Scientist Stories: Viviana Gradinaru, Machine Learning Assisted Directed Evolution
How to use MULTI-Evolve to design proteins with machine learning
Machine Learning-Assisted Protein Engineering with ftMLDE and evSeq
How to guide your favorite protein sequence generative model (and other stories)
The 2018 Nobel Prize in Chemistry: Directed evolution & phage display — Speaking of Chemistry
MIA: Ahmed Badran, Continuous directed evolution: advances, applications, and opportunities
Scientist Stories: Frances Arnold, Directed Evolution and Protein Engineering
View Detailed Profile
Machine-Learning Assisted Directed Evolution - Viviana Gradinaru - 10/25/2019

Machine-Learning Assisted Directed Evolution - Viviana Gradinaru - 10/25/2019

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Machine Learning-Assisted Directed Evolution with Bruce Wittmann

Machine Learning-Assisted Directed Evolution with Bruce Wittmann

We discuss Bruce's career from being pre-med and getting into research while at Washington University in St. Louis to working at ...

MULTI-evolve: Rapid directed evolution guided by protein language models and epistatic interactions.

MULTI-evolve: Rapid directed evolution guided by protein language models and epistatic interactions.

Vincent Tran of the Patrick Hsu Lab discusses his team's publication in the journal Science on

Webinar: Active Learning Assisted Directed Evolution (ALDE) with Caltech and Elegen

Webinar: Active Learning Assisted Directed Evolution (ALDE) with Caltech and Elegen

Enhancing Protein Engineering with Active

Andrew W. Ferguson, "Machine learning-guided directed evolution of functional proteins"

Andrew W. Ferguson, "Machine learning-guided directed evolution of functional proteins"

... the model and you have this virtuous design build test cycle which is essentially just

Scientist Stories: Viviana Gradinaru, Machine Learning Assisted Directed Evolution

Scientist Stories: Viviana Gradinaru, Machine Learning Assisted Directed Evolution

Viviana Gradinaru completed her BS at Caltech and did her PhD research at Stanford University. She is now a professor of ...

How to use MULTI-Evolve to design proteins with machine learning

How to use MULTI-Evolve to design proteins with machine learning

Vincent Tran of the Patrick Hsu Lab walks through the UI for MULTI-evolve, a

Machine Learning-Assisted Protein Engineering with ftMLDE and evSeq

Machine Learning-Assisted Protein Engineering with ftMLDE and evSeq

Using a strategy known as “focused training

How to guide your favorite protein sequence generative model (and other stories)

How to guide your favorite protein sequence generative model (and other stories)

Eric and Wendy Schmidt Center Symposium: Biomedical Science and AI April 28 - 29, 2026 Day 1, Invited talk: The role of ...

The 2018 Nobel Prize in Chemistry: Directed evolution & phage display — Speaking of Chemistry

The 2018 Nobel Prize in Chemistry: Directed evolution & phage display — Speaking of Chemistry

Frances Arnold, George Smith, and Gregory Winter won the 2018 Nobel Prize in Chemistry. Watch our latest episode to learn why.

MIA: Ahmed Badran, Continuous directed evolution: advances, applications, and opportunities

MIA: Ahmed Badran, Continuous directed evolution: advances, applications, and opportunities

May 10, 2017 Ahmed Badran Broad Fellow, Chemical Biology & Therapeutic Sciences Continuous

Scientist Stories: Frances Arnold, Directed Evolution and Protein Engineering

Scientist Stories: Frances Arnold, Directed Evolution and Protein Engineering

Evolution

Directed Evolution: How We Teach Enzymes New Tricks

Directed Evolution: How We Teach Enzymes New Tricks

A brief introduction to the technique of