2 papers
cond-mat.dis-nn2020
Neural Monte Carlo Renormalization Group
Jui-Hui Chung, Ying-Jer Kao
The key idea behind the renormalization group (RG) transformation is that properties of physical systems with very different microscopic makeups can be characterized by a few unive…
cond-mat.stat-mech2019
Optimal Real-Space Renormalization-Group Transformations with Artificial Neural Networks
Jui-Hui Chung, Ying-Jer Kao
We introduce a general method for optimizing real-space renormalization-group transformations to study the critical properties of a classical system. The scheme is based on minimiz…