Neural Network Renormalization Group

• Published in: Physical review letters Vol. 121; no. 26; p. 260601
• Main Authors: Li, Shuo-Hui, Wang, Lei
• Format: Journal Article
• Language: English
• Published: United States 28.12.2018

We present a variational renormalization group (RG) approach based on a reversible generative model with hierarchical architecture. The model performs hierarchical change-of-variables transformations from the physical space to a latent space with reduced mutual information. Conversely, the neural ne...