Inference of molecular orientation/ordering change nearby topological defects by the neural network function from the microscopic color information

Topological defects in liquid crystals (LCs) dominate molecular alignment/motion in many cases. Here, the neural network (NN) function has been introduced to predict the LC orientation condition (orientation angle and order parameter) at local positions around topological defects from the phase/pola...

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Detalles Bibliográficos
Autores principales: Sakanoue, Haruka, Hayashi, Yuki, Katayama, Kenji
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079417/
https://www.ncbi.nlm.nih.gov/pubmed/33907228
http://dx.doi.org/10.1038/s41598-021-88535-7

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8079417/
https://www.ncbi.nlm.nih.gov/pubmed/33907228
http://dx.doi.org/10.1038/s41598-021-88535-7

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