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

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