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Fourier Neural Operator - Physics-Informed Machine Learning

Fourier Neural Operator - Physics-Informed Machine Learning

Steve Brunton via YouTube Direct link

Intro

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Intro

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Fourier Neural Operator - Physics-Informed Machine Learning

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  1. 1 Intro
  2. 2 Operators as Images, Fourier as Convolution
  3. 3 Zero-Shot Super Resolution
  4. 4 Generalizing Neural Operators
  5. 5 Conditions and Operator Kernels
  6. 6 Mesh Invariance
  7. 7 Why Neural Operators // Or Neural operators vs other methods
  8. 8 Result: Green's Function
  9. 9 Laplace Neural Operators
  10. 10 Outro

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