Microscale material variability and its effect on longitudinal tensile failure of unidirectional carbon fibre composites
F Malgioglio, S Pimenta, A Matveeva, L Farkas… - Composite structures, 2021 - Elsevier
This paper deals with modelling the effect of local fibre volume fraction variability, fibre
misalignment and fibre strength variability on the longitudinal tensile strength of …
misalignment and fibre strength variability on the longitudinal tensile strength of …
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 …
[PDF][PDF] Nanomechanics serving polymer-based composite research
Tremendous progress in nanomechanical testing and modelling has been made during the
last two decades. This progress emerged from different areas of materials science dealing …
last two decades. This progress emerged from different areas of materials science dealing …
[PDF][PDF] Generation of realistic 2D transverse microstructures of unidirectional fiber-reinforced composites using a Generative Adversarial Network
Microstructure generators for unidirectional fibre-reinforced composites are a crucial step for
the prediction and optimisation of their mechanical properties. The purpose of this study is to …
the prediction and optimisation of their mechanical properties. The purpose of this study is to …
[PDF][PDF] Comptes Rendus Physique
Tremendous progress in nanomechanical testing and modelling has been made during the
last two decades. This progress emerged from different areas of materials science dealing …
last two decades. This progress emerged from different areas of materials science dealing …