[HTML][HTML] A review of artificial neural networks in the constitutive modeling of composite materials
Abstract Machine learning models are increasingly used in many engineering fields thanks
to the widespread digital data, growing computing power, and advanced algorithms. The …
to the widespread digital data, growing computing power, and advanced algorithms. The …
A state-of-the-art review on machine learning-based multiscale modeling, simulation, homogenization and design of materials
Multiscale simulation and homogenization of materials have become the major
computational technology as well as engineering tools in material modeling and material …
computational technology as well as engineering tools in material modeling and material …
[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 …
Multiscale modeling of composite materials: a roadmap towards virtual testing
A bottom‐up, multiscale modeling approach is presented to carry out high‐fidelity virtual
mechanical tests of composite materials and structures. The strategy begins with the in situ …
mechanical tests of composite materials and structures. The strategy begins with the in situ …
Potential fabric-reinforced composites: a comprehensive review
Fabric-based laminated composites are used considerably for multifaceted applications in
the automotive, transportation, defense, and structural construction sectors. The fabrics used …
the automotive, transportation, defense, and structural construction sectors. The fabrics used …
[HTML][HTML] Quantification of the internal structure and automatic generation of voxel models of textile composites from X-ray computed tomography data
X-ray computed tomography provides an opportunity for a detailed examination of the inner
structure of fibre reinforced composites. Three-dimensional images, obtained with micro-CT …
structure of fibre reinforced composites. Three-dimensional images, obtained with micro-CT …
Mechanics of random fiber networks—a review
RC Picu - Soft Matter, 2011 - pubs.rsc.org
This article presents a review of the current understanding of the mechanics of random fiber
networks. The discussion refers to athermal fiber networks, for which the governing …
networks. The discussion refers to athermal fiber networks, for which the governing …
Multiscale mechanics and molecular dynamics simulations of the durability of fiber-reinforced polymer composites
K Lin, Z Wang - Communications Materials, 2023 - nature.com
Fiber-reinforced polymer (FRP) composites have gained widespread applications in many
engineering fields, making it imperative to study long-term performance under service …
engineering fields, making it imperative to study long-term performance under service …
[HTML][HTML] Experimental and computational composite textile reinforcement forming: A review
Preforming is an important step in the manufacturing of textile-reinforced composites with
resin infusion processes. It is important to control the fiber orientation to avoid fiber …
resin infusion processes. It is important to control the fiber orientation to avoid fiber …
[HTML][HTML] Numerical forming of continuous fibre reinforced composite material: A review
This article presents a survey of the literature about the numerical forming of continuous fibre
reinforced composite material. This review shows that in spite of some models are defined …
reinforced composite material. This review shows that in spite of some models are defined …