Song Cheng
Song Cheng
Yanqi Lake Beijing Institute of Mathematical Sciences and Applications
Verified email at
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Equivalence of restricted Boltzmann machines and tensor network states
J Chen, S Cheng, H Xie, L Wang, T Xiang
Physical Review B 97 (8), 085104, 2018
Tree tensor networks for generative modeling
S Cheng, L Wang, T Xiang, P Zhang
Physical Review B 99 (15), 155131, 2019
Information perspective to probabilistic modeling: Boltzmann machines versus born machines
S Cheng, J Chen, L Wang
Entropy 20 (8), 583, 2018
Supervised learning with projected entangled pair states
S Cheng, L Wang, P Zhang
Physical Review B 103 (12), 125117, 2021
Compressing deep neural networks by matrix product operators
ZF Gao, S Cheng, RQ He, ZY Xie, HH Zhao, ZY Lu, T Xiang
Physical Review Research 2 (2), 023300, 2020
Phase transition of the q-state clock model: Duality and tensor renormalization
J Chen, HJ Liao, HD Xie, XJ Han, RZ Huang, S Cheng, ZC Wei, ZY Xie, ...
Chinese Physics Letters 34 (5), 050503, 2017
Simulating noisy quantum circuits with matrix product density operators
S Cheng, C Cao, C Zhang, Y Liu, SY Hou, P Xu, B Zeng
Physical review research 3 (2), 023005, 2021
Simulating quantum mean values in noisy variational quantum algorithms: A polynomial-scale approach
Y Shao, F Wei, S Cheng, Z Liu
arXiv preprint arXiv:2306.05804, 2023
A ZX-Calculus Approach to Concatenated Graph Codes
Z Wu, S Cheng, B Zeng
arXiv preprint arXiv:2304.08363, 2023
量子纠缠: 从量子物质态到深度学习
程嵩, 陈靖, 王磊
物理 46 (7), 416-423, 2017
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