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Machine learning topological phases in real space
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Machine learning topological phases in real space

N. L. Holanda
M. Griffith
ArXiv (abs)PDFHTML

Papers citing "Machine learning topological phases in real space"

6 / 6 papers shown
Title
Explainable Machine Learning for Scientific Insights and Discoveries
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
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
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
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
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
Discovering Phase Transitions with Unsupervised Learning
Lei Wang
48
439
0
01 Jun 2016

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