Physics-informed Machine Learning Prediction of Hubbard Interaction Parameters

Jiyeon Kim, Indukuru Ramesh Reddy, Bongjae Kim +1

Accurate determination of Hubbard interaction parameters is essential for beyond-DFT approaches such as DFT+$U$, DFT+DMFT, and DFT+$U$+$V$ in correlated materials. In practice, how…