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Neural-Network Wave Functions for Quantum Chemistry - IPAM at UCLA

Neural-Network Wave Functions for Quantum Chemistry - IPAM at UCLA

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

Intro

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Intro

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Classroom Contents

Neural-Network Wave Functions for Quantum Chemistry - IPAM at UCLA

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  1. 1 Intro
  2. 2 Quantum mechanics for electrons
  3. 3 Quantum Monte Carlo
  4. 4 In practice
  5. 5 Discrete basis states
  6. 6 Second quantization
  7. 7 Spin
  8. 8 Antithes
  9. 9 Neural networks
  10. 10 Polynet
  11. 11 Network size consistency
  12. 12 Energy barrier calculation
  13. 13 Accident phonon coupling
  14. 14 Neural network
  15. 15 Results
  16. 16 Summary

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