An effective physics simulation methodology based on a data-driven learning algorithm. - Lin Jiang; Martin Veresko; Yu Liu 037; Ming-Cheng Cheng (PASC, 2022)

Physics-informed Reduced-Order Learning from the First Principles for Simulation of Quantum Nanostructures. - Martin Veresko; Ming-Cheng Cheng (CoRR, 2023)

Physics-aware POD-based learning for Ab initio QEM-Galerkin simulations of periodic nanostructures. - Martin Veresko; Yu Liu; Daqing Hou; Ming-Cheng Cheng (Comput. Phys. Commun., 2025)

Physics-Aware POD-Based Learning for Ab initio QEM-Galerkin Simulations of Periodic Nanostructures. - Martin Veresko; Yu Liu 037; Daqing Hou; Ming-Cheng Cheng (CoRR, 2025)