2 papers
physics.chem-ph2025
EDBench: Large-Scale Electron Density Data for Molecular Modeling
Hongxin Xiang, Ke Li, Mingquan Liu +7
Existing molecular machine learning force fields (MLFFs) generally focus on the learning of atoms, molecules, and simple quantum chemical properties (such as energy and force), but…
eess.IV2025
Physics-augmented Deep Learning with Adversarial Domain Adaptation: Applications to STM Image Denoising
Jianxin Xie, Wonhee Ko, Rui-Xing Zhang +1
Image denoising is a critical task in various scientific fields such as medical imaging and material characterization, where the accurate recovery of underlying structures from noi…