In silico optimization of actuation performance in dielectric elastomer composites via integrated finite element modeling and deep learning

In silico optimization of actuation performance in dielectric elastomer composites via integrated finite element modeling and deep learning

Dielectric elastomers (DEs) require balanced electric actuation performance and mechanical integrity under applied voltages. Incorporating high dielectric particles as fillers provides extensive design space to optimize concentration, morphology, and distribution for improved actuation performance a...

Bibliografske podrobnosti
Main Authors:	Jiaxuan Ma, Sheng Sun
Format:	Article
Jezik:	English
Izdano:	Elsevier 2024-01-01
Serija:	Theoretical and Applied Mechanics Letters
Teme:	Dielectric elastomer composites Multi-objective optimization Finite element modeling Convolutional neural network
Online dostop:	http://www.sciencedirect.com/science/article/pii/S2095034924000011

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