Deep Learning of Dynamics and Coordinates with SINDy Autoencoders
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Deep Learning to Discover Coordinates for Dynamics: Autoencoders & Physics Informed Machine Learning
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Sparse Identification of Nonlinear Dynamics (SINDy): Sparse Machine Learning Models 5 Years Later!
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Sparse Nonlinear Dynamics Models with SINDy, Part 3: Effective Coordinates for Parsimonious Models
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Machine Learning for Fluid Mechanics
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Deep Delay Autoencoders Discover Dynamical Systems w Latent Variables: Deep Learning meets Dynamics!
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Reinforcement Learning: Machine Learning Meets Control Theory
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Data-driven model discovery: Targeted use of deep neural networks for physics and engineering
38:28