High-Throughput GW Calculations via Machine Learning

Ragab. A. Abdelghany, Chih-En Hsu, Hung-Chung Hsueh +2

We present a machine learning (ML) framework that predicts $G_0{W}_0$ quasiparticle energies across molecular dynamics (MD) trajectories with high accuracy and efficiency. Using only…