A versatile and highly efficient algorithm to generate representative microstructures for heterogeneous materials
C Cai, T Zhang, X Wang, W Yin, Z Xu, R Wang… - Composites Science and …, 2023 - Elsevier
In this study, a novel approach based on the maximum penetration-biased (MPB) algorithm
is proposed to rapidly generate representative volume elements (RVEs) for advanced …
is proposed to rapidly generate representative volume elements (RVEs) for advanced …
Synthesising realistic 2D microstructures of unidirectional fibre-reinforced composites with a generative adversarial network
The microstructure governs the behaviour of unidirectional fibre-reinforced composites. In
this study, we developed a Deep Convolutional Generative Adversarial Network (DCGAN) to …
this study, we developed a Deep Convolutional Generative Adversarial Network (DCGAN) to …
FE modeling to generate composite RVEs with high volume fractions and various shapes of inclusions
This work proposes a novel multi-step dynamic FE compression method to generate
Representative Volume Elements (RVEs) of composites containing a variety of inclusions …
Representative Volume Elements (RVEs) of composites containing a variety of inclusions …
Generating microstructures of long fiber reinforced composites by the fused sequential addition and migration method
We introduce the fused sequential addition and migration (fSAM) algorithm for generating
microstructures of fiber composites with long, flexible, nonoverlapping fibers and industrial …
microstructures of fiber composites with long, flexible, nonoverlapping fibers and industrial …