Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning
24:06
Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!
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Discrepancy Modeling with Physics Informed Machine Learning
15:05
Variational Autoencoders
43:27
AI/ML+Physics Part 1: Choosing what to model [Physics Informed Machine Learning]
47:27
Physics Informed Machine Learning: High Level Overview of AI and ML in Science and Engineering
24:31
Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
1:10:36
Physics-Informed Neural Networks (PINNs) - An Introduction - Ben Moseley | Jousef Murad
31:51