Density-functional theory (DFT) approaches have been used recently to judge the
topological order of various materials despite DFT's well-known band-gap underestimation …

Topological insulators (TI) are becoming one of the most studied classes of novel materials
because of their great potential for applications ranging from spintronics to quantum …

The class of topological insulator materials is one of the frontier topics of condensed matter
physics. The great success of this field is due to the conceptual breakthroughs in theories for …

Alteration of the topological order by band inversion is a key ingredient of a topologically
nontrivial material. Using first-principles calculations for HgTe, PtScBi, and Bi 2 Se 3, we …

We investigate the lattice and electronic structures of the bulk and surface of the prototypical
layered topological insulators Bi 2 Se 3 and Bi 2 Te 3 using ab initio density functional …

Topological insulators have emerged as a major topic of condensed matter physics
research, with several novel applications proposed. Although there are now a number of …

Significant advances have been made in predicting new topological materials using high-
throughput empirical descriptors or symmetry-based indicators. To date, these approaches …

Topological insulators are new quantum states with helical gapless edge or surface states
inside the bulk band gap. These topological surface states are robust against weak time …

One of the main goals and challenges of materials discovery is to find the best candidates
for each interest property or application. Machine learning rises in this context to efficiently …

In this paper, we report a data-mining investigation for the search of topological insulators by
examining individual electronic structures for over 60,000 materials. Using a data-mining …