Song Cheng

Equivalence of restricted Boltzmann machines and tensor network states

Jing Chen, Song Cheng, Haidong Xie et al. · Physical review. B./Physical review. B · 2018 · 255 citations · Full text

Computing, Computer Science, Physics +15

Tree tensor networks for generative modeling

Song Cheng, Lei Wang, Tao Xiang et al. · Physical review. B./Physical review. B · 2019 · 123 citations · Full text

Computing, Computer Science, Computer Vision +14

Information Perspective to Probabilistic Modeling: Boltzmann Machines versus Born Machines

Song Cheng, Jing Chen, Lei Wang · Entropy · 2018 · 104 citations · Full text

Computing, Computer Science, Physics +13

Supervised learning with projected entangled pair states

Song Cheng, Lei Wang, Pan Zhang · Physical review. B./Physical review. B · 2021 · 61 citations · Full text

Computing, Computer Science, Physics +16

Phase Transition of the <i>q</i> -State Clock Model: Duality and Tensor Renormalization

Jing Chen, Haijun Liao, Haidong Xie et al. · Chinese Physics Letters · 2017 · 44 citations · Full text

Natural Sciences, Physics, Condensed Matter Physics +14