Xiao Liang

Solving frustrated quantum many-particle models with convolutional neural networks

Xiao Liang, Wen-Yuan Liu, Peize Lin et al. · Physical review. B./Physical review. B · 2018 · 104 citations · Full text

Quantum Science, Convolutional Neural Network, Engineering +13

Decoding and mapping task states of the human brain via deep learning

Xiaoxiao Wang, Xiao Liang, Zhoufan Jiang et al. · Human Brain Mapping · 2019 · 96 citations · Full text

Hybrid convolutional neural network and projected entangled pair states wave functions for quantum many-particle states

Xiao Liang, Shaojun Dong, Lixin He · Physical review. B./Physical review. B · 2021 · 39 citations · Full text

Quantum Science, Quantum Many-particle States, Convolutional Neural Network +15

Structural characterization of amorphous calcium carbonate-binding protein: an insight into the mechanism of amorphous calcium carbonate formation

Jingtan Su, Xiao Liang, Qiang Zhou et al. · Biochemical Journal · 2013 · 27 citations

Bridging the Gap between Deep Learning and Frustrated Quantum Spin System for Extreme-scale Simulations on New Generation of Sunway Supercomputer

Mingfan Li, Junshi Chen, Qian Xiao et al. · arXiv (Cornell University) · 2021 · 23 citations · Full text