scholarly journals Topological quantum phase transitions retrieved through unsupervised machine learning

2020 ◽  
Vol 102 (13) ◽  
Author(s):  
Yanming Che ◽  
Clemens Gneiting ◽  
Tao Liu ◽  
Franco Nori
Keyword(s):  
Machine Learning ◽  
Phase Transitions ◽  
Quantum Phase Transitions ◽  
Quantum Phase ◽  
Unsupervised Machine Learning ◽  
Topological Quantum

scholarly journals Quasiparticles as detector of topological quantum phase transitions

2020 ◽  
Vol 2 (4) ◽  
Author(s):  
Sourav Manna ◽  
N. S. Srivatsa ◽  
Julia Wildeboer ◽  
Anne E. B. Nielsen
Keyword(s):  
Phase Transitions ◽  
Quantum Phase Transitions ◽  
Quantum Phase ◽  
Topological Quantum

Probing topological quantum phase transitions via photonic spin Hall effects in spin-orbit coupled 2D quantum materials

2021 ◽  
Author(s):  
Muzamil Shah
Keyword(s):  
Phase Transitions ◽  
Hall Effect ◽  
Extreme Values ◽  
Optical Transition ◽  
Quantum Phase Transitions ◽  
Measurement Techniques ◽  
Quantum Phase ◽  
Spin Hall Effect ◽  
Radiation Fields ◽  
Topological Quantum

Abstract Topological photonics is an emerging field in photonics in which various topological and geometrical ideas are used to manipulate and control the behavior of light photons. The interplay between topological matter and the spin degree of freedom of photons provides new opportunities for achieving spin-based photonics applications. In this paper, the photonic spin Hall effect (PSHE) of reflected light from the surface of the topological silicene quantum systems subjected to external electric and radiation fields in the terahertz regime is theoretically investigated. By tuning the external electric and the applied laser fields, we can drive the silicenic system through different topological quantum phase transitions. We demonstrate that the in-plane and transverse spatial spin dependent shifts exhibit extreme values near Brewster’s angles and away from the optical transition frequencies. We reveal that the photonic spin Hall shifts are sensitive to the spin and valley indices as well as to the number of closed gaps. By incorporating the quantum weak value measurement techniques, the photonic spin Hall effect greatly impact the research in spinoptics, spintronics, and valleytronics.

scholarly journals Boundary criticality of topological quantum phase transitions in two-dimensional systems

2020 ◽  
Vol 101 (17) ◽  
Author(s):  
Xiao-Chuan Wu ◽  
Yichen Xu ◽  
Hao Geng ◽  
Chao-Ming Jian ◽  
Cenke Xu
Keyword(s):  
Phase Transitions ◽  
Quantum Phase Transitions ◽  
Quantum Phase ◽  
Two Dimensional ◽  
Topological Quantum
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