Fourier Neural Operator (FNO) [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 01:54 Operators as Images, Fourier as Convolution 04:43 Zero-Shot Super Resolution 07:33 Generalizing Neural Operators 09:47 Conditions and Operator Kernels 10:53 Mesh Invariance 12:31 Why Neural Operators // Or Neural operators vs other methods 13:47 Result: Green's Function 15:14 Laplace Neural Operators 17:14 Outro

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