Machine Learning Green's Functions of Strongly Correlated Hubbard Models

Mateo Cárdenes Wuttig

We demonstrate that a machine learning framework based on kernel ridge regression can encode and predict the self-energy of one-dimensional Hubbard models using only mean-field fea…