134 citations · 671 across the 53 of their papers we have counts for
4 papers · 1 filter
Automatic Differentiable Monte Carlo: Theory and Application
Shi-Xin Zhang, Zhou-Quan Wan, Hong Yao
Differentiable programming has emerged as a key programming paradigm empowering rapid developments of deep learning while its applications to important computational methods such a…
Classification on the Computational Complexity of Spin Models
Shi-Xin Zhang
In this note, we provide a unifying framework to investigate the computational complexity of classical spin models and give the full classification on spin models in terms of syste…
Automatic Differentiation for Complex Valued SVD
Zhou-Quan Wan, Shi-Xin Zhang
In this note, we report the back propagation formula for complex valued singular value decompositions (SVD). This formula is an important ingredient for a complete automatic differ…
Strong and Weak Many-Body Localizations
Shi-Xin Zhang, Hong Yao
Many aspects of many-body localization (MBL), including dynamic classification of MBL phases, remain elusive. Here, by performing real-space renormalization group (RSRG) analysis w…