Neural networks determination of material elastic constants and structures in nematic complex fluids

Abstract Supervised machine learning and artificial neural network approaches can allow for the determination of selected material parameters or structures from a measurable signal without knowing the exact mathematical relationship between them. Here, we demonstrate that material nematic elastic co...

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Bibliographic Details
Main Authors: Jaka Zaplotnik, Jaka Pišljar, Miha Škarabot, Miha Ravnik
Format: Article
Language:English
Published: Nature Portfolio 2023-04-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-33134-x