Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA

Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA

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

Decay interactions

10 of 18

10 of 18

Decay interactions

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Classroom Contents

Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA

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  1. 1 Agenda
  2. 2 What is symbolic regression
  3. 3 Program operations
  4. 4 Parameters
  5. 5 Regularized Evolution
  6. 6 DFT Evaluation
  7. 7 DFT Setup
  8. 8 Problems
  9. 9 Selfconsistent field calculations
  10. 10 Decay interactions
  11. 11 How is this functional different
  12. 12 Evolutionary algorithms
  13. 13 Deep Blue vs Alphago
  14. 14 Did we just get lucky
  15. 15 Why didnt we get lucky
  16. 16 Selfconsistent calculation
  17. 17 The impact of reasonable choices
  18. 18 Conclusion

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