Machine learning Green functions

Patryk Kubiczek

Can we teach a neural network to predict exact electronic Green functions from approximate ones obtained from perturbation theories?

Green function predicted by a neural network

Presentations

Machine Learning Green Functions from Perturbation Theories, University of Hamburg 2019

Code

github.com/patryk-kubiczek/learning-GF