#transition-metal oxides

topictransition-metal oxides

1 paper · 1 filter

cond-mat.mtrl-sci2026

Physics-informed Machine Learning Prediction of Hubbard Interaction Parameters

Jiyeon Kim, Indukuru Ramesh Reddy, Bongjae Kim +1

The paper develops machine‑learning models that predict cRPA‑derived Hubbard interaction parameters (U_eff, V, and J) for transition‑metal oxides, providing both accurate predictio…