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

DFT Setup

7 of 18

7 of 18

DFT Setup

Class Central Classrooms beta

YouTube videos curated by Class Central.

Classroom Contents

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

Automatically move to the next video in the Classroom when playback concludes

  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

Never Stop Learning.

Get personalized course recommendations, track subjects and courses with reminders, and more.

Someone learning on their laptop while sitting on the floor.