Deep learning detection of topological defects in confined two-dimensional nematics

Date

2026

Authors

Journal Title

Journal ISSN

Volume Title

Publisher

Elsevier BV

Abstract

Description

Keywords

Topological defect, Mesoscopic physics, Liquid crystal, Topology (electrical circuits), Deep learning, Convolutional neural network, Artificial neural network, Artificial intelligence, Physics, Computer science

Citation

DOI

10.1016/j.commatsci.2026.114508

URI

https://doi.org/10.1016/j.commatsci.2026.114508
 https://andeanlibrary.org/handle/123456789/79291

Collections

Artículo Científico Publicado