Deep neural network method for predicting the mechanical properties of composites
Author:
Affiliation:
1. Institute of Biomechanics and Medical Engineering, AML, Department of Engineering Mechanics, Tsinghua University, Beijing 100084, China
Funder
National Natural Science Foundation of China
Publisher
AIP Publishing
Subject
Physics and Astronomy (miscellaneous)
Link
http://aip.scitation.org/doi/pdf/10.1063/1.5124529
Reference38 articles.
1. Modeling of constitutive behavior of anisotropic composite material using multi-scale approach
2. Evaluation of convergence behavior of metamodeling techniques for bridging scales in multi-scale multimaterial simulation
3. Perturbation-based stochastic multi-scale computational homogenization method for woven textile composites
4. An intelligent method to determine the mechanical properties of composites under impact loading
5. Vinyl Ester—Glass Hollow Particle Composites: Dynamic Mechanical Properties at High Inclusion Volume Fraction
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