Sooran Kim

works on

cRPA 1 hubbard parameters 1 machine learning 1 materials screening 1 transition-metal oxides 1

From the 1 of 2 linked papers with an AI index.

collaborators

2 papers

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…

cond-mat.str-el2025

Correlation Effects on Magnetic Structure and Lattice Dynamics of LaMn $_{7}$ O $_{12}$ : A First-Principles Study

Haeyoon Jung, Indukuru Ramesh Reddy, Bongjae Kim +2

LaMn $_{7}$ O $_{12}$ , a quadruple perovskite oxide (AA' $_{3}$ B $_{4}$ O $_{12}$ -type), has attracted attention for its notable bifunctional activity in oxygen evolution and reduction reaction…

Physics-informed Machine Learning Prediction of Hubbard Interaction Parameters

Correlation Effects on Magnetic Structure and Lattice Dynamics of LaMn7​O12​: A First-Principles Study

Correlation Effects on Magnetic Structure and Lattice Dynamics of LaMn $_{7}$ O $_{12}$ : A First-Principles Study