Symbolic Regression for Discovery of a DFT Functional - IPAM at UCLA
Institute for Pure & Applied Mathematics (IPAM) via YouTube
Overview
Syllabus
Agenda
What is symbolic regression
Program operations
Parameters
Regularized Evolution
DFT Evaluation
DFT Setup
Problems
Selfconsistent field calculations
Decay interactions
How is this functional different
Evolutionary algorithms
Deep Blue vs Alphago
Did we just get lucky
Why didnt we get lucky
Selfconsistent calculation
The impact of reasonable choices
Conclusion
Taught by
Institute for Pure & Applied Mathematics (IPAM)