Challenges and Opportunities at the Nexus of Synthetic Biology, Machine Learning, and Automation
Georgia Tech Research via YouTube
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Overview
Syllabus
Intro
Microelectronics vs. Biotechnology
What is Synthetic Biology?
Automated Protein Engineering: Fully Automated & HT Synthesis of TALENS
Preventing Transmission of Mitochondrial Diseases
Lycopene Pathway as a Test Case
Automated Cellular Engineering: east strain development via RNAi-assisted Genome Evolution
DOE Center for Advanced Bioenergy & Bioproducts Innovation
Vision: Develop an Automated Cellular Engineering (ACE) Platform
Multi-functional Genome-wide CRISPR System (MAGIC)
3. CRISPR/HDR Assisted Genome- scale Engineering (CHANGE)
Editing Efficiencies and Validation of CHANGE
Genome Editing with Single Nucleotide Precision
Three Main Types of Catalysis
Biocatalysis vs. Chemical Catalysis I
Combining Biocatalysis and Chemical Catalysis
Enzymatic Reduction of E/Z Olefins
Concept: Isomerization and Reduction
Tandem vs Sequential
Proposed Mechanism
Condition Optimization
Substrate Scope
Molecule Maker Lab Institute (an NSF AI Research Institute)
Summary
Taught by
Georgia Tech Research