[HTML][HTML] Applications of artificial intelligence/machine learning to high-performance composites
With the booming prosperity of artificial intelligence (AI) technology, it triggers a paradigm
shift in engineering fields including material science. The integration of AI and machine …
shift in engineering fields including material science. The integration of AI and machine …
A Review on topology optimization strategies for additively manufactured continuous fiber-reinforced composite structures
Topology Optimization (TO) recently gained importance due to the development of Additive
Manufacturing (AM) processes that produce components with good mechanical properties …
Manufacturing (AM) processes that produce components with good mechanical properties …
Machine learning-combined topology optimization for functionary graded composite structure design
This study presents new framework in which the representative volume element (RVE)
method and machine learning (ML) model are used to construct continuous anisotropic …
method and machine learning (ML) model are used to construct continuous anisotropic …
Topological design for 3D-printing of carbon fibre reinforced composite structural parts
This study develops a novel procedure combining topological design and fibre placement
paths based on average load transmission trajectories for high load-bearing capacity of 3D …
paths based on average load transmission trajectories for high load-bearing capacity of 3D …
[HTML][HTML] Programmable and multistable metamaterials made of precisely tailored bistable cells
This study proposes a systematic inverse design framework for constructing multistable
mechanical metamaterials with programmable gradients. Herein, we designed the tailored …
mechanical metamaterials with programmable gradients. Herein, we designed the tailored …
[HTML][HTML] Optimization of parts manufactured using continuous fiber three-dimensional printing technology
B Fedulov, A Fedorenko, A Khaziev… - Composites Part B …, 2021 - Elsevier
In this paper, a topology optimization framework for continuous composite fiber three-
dimensional (3D) printing is presented. The problem of compliance minimization with …
dimensional (3D) printing is presented. The problem of compliance minimization with …
[HTML][HTML] A concurrent fibre orientation and topology optimisation framework for 3D-printed fibre-reinforced composites
This work proposes a novel framework able to optimise both topology and fibre angle
concomitantly to minimise the compliance of a structure. Two different materials are …
concomitantly to minimise the compliance of a structure. Two different materials are …
Topology optimization of functionally graded anisotropic composite structures using homogenization design method
This paper proposes a topology optimization method that is capable of simultaneous design
for structural topology, stiff material (ie fiber) layout, and its orientations in functionally …
for structural topology, stiff material (ie fiber) layout, and its orientations in functionally …
Locally patterned anisotropy using grayscale vat photopolymerization
Abstract Additive manufacturing (AM), or 3D printing, has the ability to create complicated
structures that cannot be produced using traditional manufacturing methods. However, these …
structures that cannot be produced using traditional manufacturing methods. However, these …
Turing pattern–based design and fabrication of inflatable shape-morphing structures
Turing patterns are self-organizing stripes or spots widely found in biological systems and
nature. Although inspiring, their applications are limited. Inflatable shape-morphing …
nature. Although inspiring, their applications are limited. Inflatable shape-morphing …