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Song Cheng
Song Cheng
Yanqi Lake Beijing Institute of Mathematical Sciences and Applications
Verified email at bimsa.cn
Title
Cited by
Cited by
Year
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
2192018
Information perspective to probabilistic modeling: Boltzmann machines versus born machines
S Cheng, J Chen, L Wang
Entropy 20 (8), 583, 2018
792018
Tree tensor networks for generative modeling
S Cheng, L Wang, T Xiang, P Zhang
Physical Review B 99 (15), 155131, 2019
742019
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
342017
Supervised learning with projected entangled pair states
S Cheng, L Wang, P Zhang
Physical Review B 103 (12), 125117, 2021
282021
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
172020
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
72021
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
12017
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