Machine Learning and Gravitational Wave Detectors

Machine Learning and Gravitational Wave Detectors

Institute for Pure & Applied Mathematics (IPAM) via YouTube Direct link

Control and sensing problems

2 of 14

2 of 14

Control and sensing problems

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Machine Learning and Gravitational Wave Detectors

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  1. 1 Intro
  2. 2 Control and sensing problems
  3. 3 Current approach
  4. 4 Reinforcement learning
  5. 5 Nonlinear state estimator
  6. 6 Results
  7. 7 Technical difficulties
  8. 8 High sensitivity operation
  9. 9 Machine learning
  10. 10 Noise attraction
  11. 11 Why not a neural network
  12. 12 Brute Force Coherence
  13. 13 Nonlinear Coherence
  14. 14 Conclusions

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