2 papers
cond-mat.stat-mech2019
Neural Canonical Transformation with Symplectic Flows
Shuo-Hui Li, Chen-Xiao Dong, Linfeng Zhang +1
Canonical transformation plays a fundamental role in simplifying and solving classical Hamiltonian systems. We construct flexible and powerful canonical transformations as generati…
cond-mat.stat-mech2018
Neural Network Renormalization Group
Shuo-Hui Li, Lei Wang
We present a variational renormalization group (RG) approach using a deep generative model based on normalizing flows. The model performs hierarchical change-of-variables transform…