Neural ODEs (NODEs) [Physics Informed Machine Learning]

This video describes Neural ODEs, a powerful machine learning approach to learn ODEs from data.

This video was produced at the University of Washington, and we acknowledge funding support from the Boeing Company

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00:00 Intro
02:09 Background: ResNet
05:05 From ResNet to ODE
07:59 ODE Essential Insight/ Why ODE outperforms ResNet
// 09:05 ODE Essential Insight Rephrase 1
// 09:54 ODE Essential Insight Rephrase 2
11:11 ODE Performance vs ResNet Performance
12:52 ODE extension: HNNs
14:03 ODE extension: LNNs
14:45 ODE algorithm overview/ ODEs and Adjoint Calculation
22:24 Outro