Machine learning-based compression of quantum many body physics: PCA and autoencoder representation of the vertex function

Jiawei Zang, Matija Medvidović, Dominik Kiese +3

Characterizing complex many-body phases of matter has been a central question in quantum physics for decades. Numerical methods built around approximations of the renormalization g…