Klavs Jensen,
Professor,
Massachusetts Institute Of Technology
Klavs F. Jensen is Warren K. Lewis Professor and Head of the Chemical Department at the Massachusetts Institute of Technology. His research interests revolve around novel techniques for continuous organic synthesis, flow chemistry. Catalysis, chemical kinetics and transport phenomena related to flow chemistry are also topics of interest along with development of simulation approaches for reactive chemical systems, specifically simulation across multiple length and time scales. He is the recipient of several awards and he is a member of the US National Academy of Engineering and the American Academy of Arts and Science.
Automation, Machine Learning, and Robotics for Flow Chemistry Optimization
Friday, 1 October 2021 at 09:15
Add to Calendar ▼2021-10-01 09:15:002021-10-01 10:15:00Europe/LondonAutomation, Machine Learning, and Robotics for Flow Chemistry OptimizationFlow Chemistry Summit 2021 in Boston, USABoston, USASELECTBIOenquiries@selectbiosciences.com
Advances in flow chemistry enabled by automation, machine learning, robotics, and on-line analytics are highlighted through case studies, including an automated droplet microfluidic electrochemistry platform for redox neutral electrochemistry, reaction optimization and characterization of kinetics, (2) an automated cascade of miniaturized continuous stirred tank reactors (CSTRs) for optimization of flow chemistry and photo-redox catalysis involving suspensions of solids, and (3) an automatic, robot assembled, reconfigurable modular micro/mini-fluidic system for execution and optimization of multistep reactions. Machine learning models for retrosynthesis and forward prediction combined with reaction context identification provide computer aided synthesis pathway planning for this system. We describe and compare different optimization strategies and discuss challenges and opportunities in further integration of machine learning and synthesis platforms.
Add to Calendar ▼2021-09-30 00:00:002021-10-01 00:00:00Europe/LondonFlow Chemistry Summit 2021Flow Chemistry Summit 2021 in Boston, USABoston, USASELECTBIOenquiries@selectbiosciences.com
Add to Calendar ▼2021-10-01 09:15:002021-10-01 10:15:00Europe/LondonAutomation, Machine Learning, and Robotics for Flow Chemistry OptimizationFlow Chemistry Summit 2021 in Boston, USABoston, USASELECTBIOenquiries@selectbiosciences.com
