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January 01, 2023 preprint Open access

A Deep Learning Framework Based on Attention Mechanism for Predicting The Mechanical Properties and Failure Pattern of Embedded Wrinkle Fiber-Reinforced Composites

SSRN Electronic Journal

DOI: 10.2139/ssrn.4670729 Full text (OA) OpenAlex

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References 2

SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials
2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

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An intelligent nonlinear meta element for elastoplastic continua: deep learning using a new Time-distributed Residual U-Net architecture
2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks

71

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