Convolutional neural network analysis of optical texture patterns in liquid-crystal skyrmions

Abstract Liquid crystals are known for their optical birefringence, a property that gives rise to intricate patterns and colors when viewed in a microscope between crossed polarisers. Resulting images are rich in geometric patterns and serve as valuable fingerprints of the liquid crystal’s intrinsic...

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Bibliographic Details
Main Authors: J. Terroa, M. Tasinkevych, C. S. Dias
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-025-89699-2
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