Machine learning topological phases in real space

7 January 2019

Papers citing "Machine learning topological phases in real space"

6 / 6 papers shown

Title
Explainable Machine Learning for Scientific Insights and Discoveries R. Roscher B. Bohn Marco F. Duarte Jochen Garcke XAI 87 671 0 21 May 2019
Deep Learning Topological Invariants of Band Insulators Ning Sun Jinmin Yi Pengfei Zhang Huitao Shen H. Zhai 87 54 0 26 May 2018
Identifying Quantum Phase Transitions with Adversarial Neural Networks Patrick Huembeli A. Dauphin P. Wittek AAML 85 55 0 11 Oct 2017
Learning Disordered Topological Phases by Statistical Recovery of Symmetry N. Yoshioka Y. Akagi H. Katsura 68 55 0 18 Sep 2017
Machine Learning Topological Invariants with Neural Networks Pengfei Zhang Huitao Shen H. Zhai 73 199 0 30 Aug 2017
Discovering Phase Transitions with Unsupervised Learning Lei Wang 48 439 0 01 Jun 2016