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Learn One Size to Infer All: Exploiting Symmetries in Dynamical Systems Using Scalable Neural Networks

Learn One Size to Infer All: Exploiting Symmetries in Dynamical Systems Using Scalable Neural Networks

Instituto de Física Interdisciplinar y Sistemas Complejos (IFISC) via YouTube Direct link

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Outline

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Learn One Size to Infer All: Exploiting Symmetries in Dynamical Systems Using Scalable Neural Networks

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  1. 1 Introduction
  2. 2 Dynamical Systems
  3. 3 Outline
  4. 4 Parading
  5. 5 Physics Informed Learning
  6. 6 Delay Systems
  7. 7 Delayed EchoState Network
  8. 8 Accuracy
  9. 9 Which attractor to learn
  10. 10 Special temporal systems
  11. 11 Reservoir Computing Framework
  12. 12 Conclusion

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