Discovery of new topological insulators and semimetals using deep generative models

Abstract Topological materials possess unique electronic properties and hold immense attraction to both fundamental physics research and practical applications. Over the past decades, the discovery of new topological materials has relied on the symmetry-based analysis of the quantum wave function. I...

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Bibliographic Details
Main Authors: Tao Hong, Taikang Chen, Dalong Jin, Yu Zhu, Heng Gao, Kun Zhao, Tongyi Zhang, Wei Ren, Guixin Cao
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:npj Quantum Materials
Online Access:https://doi.org/10.1038/s41535-025-00731-0
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