skip to main content


Title: Topological degeneracy (Majorana zero-mode) and 1  +  1D fermionic topological order in a magnetic chain on superconductor via spontaneous $\text{Z}_{\mathbf{2}}^{\text{f}}$ symmetry breaking
NSF-PAR ID:
10014857
Author(s) / Creator(s):
;
Publisher / Repository:
IOP Publishing
Date Published:
Journal Name:
Journal of Physics: Condensed Matter
Volume:
27
Issue:
40
ISSN:
0953-8984
Page Range / eLocation ID:
Article No. 405601
Format(s):
Medium: X
Sponsoring Org:
National Science Foundation
More Like this
  1. Automatically finding contradictions from text is a fundamental yet under-studied problem in natural language understanding and information retrieval. Recently, topology, a branch of mathematics concerned with the properties of geometric shapes, has been shown useful to understand semantics of text. This study presents a topological approach to enhancing deep learning models in detecting contradictions in text. In addition, in order to better understand contradictions, we propose a classification with six types of contradictions. Following that, the topologically enhanced models are evaluated with different contradictions types, as well as different text genres. Overall we have demonstrated the usefulness of topological features in finding contradictions, especially the more latent and more complex contradictions in text. 
    more » « less
  2. null (Ed.)