Physics Informed Neural Networks (PINNs) - Introduction and Applications

Physics Informed Neural Networks (PINNs) - Introduction and Applications

Steve Brunton via YouTube Direct link

Advantages and Disadvantages

3 of 10

3 of 10

Advantages and Disadvantages

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Physics Informed Neural Networks (PINNs) - Introduction and Applications

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  1. 1 Intro
  2. 2 PINNs: Central Concept
  3. 3 Advantages and Disadvantages
  4. 4 PINNs and Inference
  5. 5 Recommended Resources
  6. 6 Extending PINNs: Fractional PINNs
  7. 7 Extending PINNs: Delta PINNs
  8. 8 Failure Modes
  9. 9 PINNs & Pareto Fronts
  10. 10 Outro

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