Machine learning accelerated design of auxetic structures

Machine learning accelerated design of auxetic structures

Auxetic metamaterials exhibit unusual expansion perpendicular to the direction of tensile loading, a behavior known as negative Poisson's ratio (NPR). The microstructures of auxetic metamaterials require rational design. It is a significant challenge when optimizing auxetic cellular structures...

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Bibliographic Details
Main Authors: Menghuan Wang, Sheng Sun, Tong-Yi Zhang
Format: Article
Language:English
Published: Elsevier 2023-10-01
Series:Materials & Design
Subjects:
Metamaterials
Auxetic structure
Evolutionary computation
Artificial neural network
Surrogate model
Online Access:http://www.sciencedirect.com/science/article/pii/S0264127523007499

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http://www.sciencedirect.com/science/article/pii/S0264127523007499

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