Lagrangian Neural Network (LNN) [Physics Informed Machine Learning]

Lagrangian Neural Network (LNN) [Physics Informed Machine Learning]

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Lagrangian Neural Network (LNN) [Physics Informed Machine Learning]
This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company %%% CHAPTERS %%% 00:00 Intro 02:14 Background: The Lagrangian Perspective 05:14 Background: Lagrangian Dynamics 06:46 Variational Integrators 10:40 The Parallel to Machine Learning/ Why LNNs 13:22 LNNs: Underlying Concept 16:02 LNNs are ODEs/ LNNs: Implementation 18:21 Outro