[HTML][HTML] Generation of 3D representative volume elements for heterogeneous materials: A review
This work reviews state of the art representative volume element (RVE) generation
techniques for heterogeneous materials. To this end, we present a systematic classification …
techniques for heterogeneous materials. To this end, we present a systematic classification …
Structural composites for multifunctional applications: Current challenges and future trends
This review paper summarizes the current state-of-art and challenges for the future
developments of fiber-reinforced composites for structural applications with multifunctional …
developments of fiber-reinforced composites for structural applications with multifunctional …
A framework for data-driven analysis of materials under uncertainty: Countering the curse of dimensionality
A new data-driven computational framework is developed to assist in the design and
modeling of new material systems and structures. The proposed framework integrates three …
modeling of new material systems and structures. The proposed framework integrates three …
[HTML][HTML] Machine learning and materials informatics approaches for predicting transverse mechanical properties of unidirectional CFRP composites with microvoids
The mechanical properties of composites are traditionally measured using numerical and
experimental approaches, which impede the innovation of materials due to the cost, time, or …
experimental approaches, which impede the innovation of materials due to the cost, time, or …
[HTML][HTML] Computational micromechanics of the transverse and shear behavior of unidirectional fiber reinforced polymers including environmental effects
Abstract Qualification of Fiber Reinforced Polymer materials (FRP's) for manufacturing of
structural components in the aerospace industry is usually associated with extensive and …
structural components in the aerospace industry is usually associated with extensive and …
Predictions of the mechanical properties of unidirectional fibre composites by supervised machine learning
We present an application of data analytics and supervised machine learning to allow
accurate predictions of the macroscopic stiffness and yield strength of a unidirectional …
accurate predictions of the macroscopic stiffness and yield strength of a unidirectional …
An integrated modeling of the curing process and transverse tensile damage of unidirectional CFRP composites
In this work, an integrated numerical approach for predicting the damage mechanism of
unidirectional CFRP composites at the micro-scale level has been developed using a multi …
unidirectional CFRP composites at the micro-scale level has been developed using a multi …
[HTML][HTML] Micromechanical analysis of polymer composites reinforced by unidirectional fibres: Part II–Micromechanical analyses
This paper presents the application of a new constitutive damage model for an epoxy matrix
on micromechanical analyses of polymer composite materials. Different representative …
on micromechanical analyses of polymer composite materials. Different representative …
Conditional diffusion-based microstructure reconstruction
Microstructure reconstruction, a major component of inverse computational materials
engineering, is currently advancing at an unprecedented rate. While various training-based …
engineering, is currently advancing at an unprecedented rate. While various training-based …
An integrated computational materials engineering framework to analyze the failure behaviors of carbon fiber reinforced polymer composites for lightweight vehicle …
A bottom-up multi-scale modeling approach is used to develop an Integrated Computational
Materials Engineering (ICME) framework for carbon fiber reinforced polymer (CFRP) …
Materials Engineering (ICME) framework for carbon fiber reinforced polymer (CFRP) …