AI/ML+Physics Part 5: Employing an Optimization Algorithm
Prof. Steve Brunton
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AI/ML+Physics Part 5: Employing an Optimization Algorithm
Steve Brunton
University of Washington
This video discusses the fifth stage of the machine learning process: (5) selecting and implementing an optimization algorithm to train the model. There are opportunities to incorporate physics into this stage of the process, such as using constrained optimization to force a model onto a susbpace or submanifold characterized by a symmetry or other physical constraint.
SLB acknowledges support from the National Science Foundation AI Institute in Dynamic Systems and from The Boeing Company.
Physics Informed Machine Learning
Brunton Lab (University of Washington)Cite as
S. Brunton (2024, April 5), AI/ML+Physics Part 5: Employing an Optimization Algorithm
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Video length 32:34
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