2 papers
physics.comp-ph2024
Deep learning density functional theory Hamiltonian in real space
Zilong Yuan, Zechen Tang, Honggeng Tao +11
Deep learning electronic structures from ab initio calculations holds great potential to revolutionize computational materials studies. While existing methods proved success in dee…
cs.CV2023
NoiseTrans: Point Cloud Denoising with Transformers
Guangzhe Hou, Guihe Qin, Minghui Sun +3
Point clouds obtained from capture devices or 3D reconstruction techniques are often noisy and interfere with downstream tasks. The paper aims to recover the underlying surface of…