Deep Learning Approach to Mechanical Property Prediction of Single-Network Hydrogel

Deep Learning Approach to Mechanical Property Prediction of Single-Network Hydrogel

Hydrogel has a complex network structure with inhomogeneous and random distribution of polymer chains. Much effort has been paid to fully understand the relationship between mesoscopic network structure and macroscopic mechanical properties of hydrogels. In this paper, we develop a deep learning app...

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Detalles Bibliográficos
Autores principales: Jing-Ang Zhu, Yetong Jia, Jincheng Lei, Zishun Liu
Formato: article
Lenguaje:EN
Publicado: MDPI AG 2021
Materias:
deep learning
hydrogel network
mechanical property
convolutional neural network
self-avoiding walk
Mathematics
QA1-939
Acceso en línea:https://doaj.org/article/45f51acdab934d4abd0d001bd3104004
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https://doaj.org/article/45f51acdab934d4abd0d001bd3104004

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