All Outputs (2)

Micromechanical analysis of UD CFRP composite lamina under multiaxial loading with different loading paths (2021)
Journal Article
Chen, J., Wan, L., Ismail, Y., Hou, P., Ye, J., & Yang, D. (2021). Micromechanical analysis of UD CFRP composite lamina under multiaxial loading with different loading paths. Composite Structures, 269, Article 114024. https://doi.org/10.1016/j.compstruct.2021.114024

The influences of loading path on the failure of unidirectional (UD) carbon fibre reinforced polymer (CFRP) composite laminae IM7/8552 are studied. A 3D representative volume element (RVE) based micromechanical model is established using finite eleme... Read More about Micromechanical analysis of UD CFRP composite lamina under multiaxial loading with different loading paths.

A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study (2021)
Journal Article
Chen, J., Wan, L., Ismail, Y., Ye, J., & Yang, D. (2021). A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study. Composite Structures, 267, Article 113876. https://doi.org/10.1016/j.compstruct.2021.113876

This study presents a hybrid method based on artificial neural network (ANN) and micro-mechanics for the failure prediction of IM7/8552 unidirectional (UD) composite lamina under triaxial loading. The ANN is trained offline by numerical data from a h... Read More about A micromechanics and machine learning coupled approach for failure prediction of unidirectional CFRP composites under triaxial loading: A preliminary study.