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YouTube

Accessible Active Learning and LLMs to Enable Faster Iteration in Process Development and R&D

Labroots via YouTube

Overview

Watch a 19-minute webinar presentation by Dr. Christopher Grant, Head of Research and Co-founder of Synthace, exploring the integration of active learning and Large Language Models (LLMs) in laboratory process optimization. Learn how combining cloud-based digital experiment platforms with lab automation can enhance recombinant protein production in bacteria. Discover the results of a four-iteration optimization process that achieved a 5-fold increase in maximum protein production rate and doubled protein titre. Gain insights into how Dr. Grant's extensive experience in bioprocessing, synthetic biology, and lab automation has contributed to developing novel approaches in experimental workflows, including the implementation of OpenAI's language models for translating natural language instructions into executable laboratory processes through the Synthace platform.

Syllabus

Accessible Active Learning and LLMs to enable faster iteration in process development and R&D

Taught by

Labroots

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