Rational designs of mechanical metamaterials: Formulations, architectures, tessellations and prospects
Abstract Mechanical Metamaterials (MMs) are artificially designed structures with
extraordinary properties that are dependent on micro architectures and spatial tessellations …
extraordinary properties that are dependent on micro architectures and spatial tessellations …
Machine learning in manufacturing and industry 4.0 applications
The machine learning (ML) field has deeply impacted the manufacturing industry in the
context of the Industry 4.0 paradigm. The industry 4.0 paradigm encourages the usage of …
context of the Industry 4.0 paradigm. The industry 4.0 paradigm encourages the usage of …
Machine intelligence in metamaterials design: a review
Abstract Machine intelligence continues to rise in popularity as an aid to the design and
discovery of novel metamaterials. The properties of metamaterials are essentially …
discovery of novel metamaterials. The properties of metamaterials are essentially …
IH-GAN: A conditional generative model for implicit surface-based inverse design of cellular structures
Variable-density cellular structures can overcome connectivity and manufacturability issues
of topologically optimized structures, particularly those represented as discrete density …
of topologically optimized structures, particularly those represented as discrete density …
Exploring the structure-property relations of thin-walled, 2D extruded lattices using neural networks
This paper investigates the structure–property relations of thin-walled lattices, characterized
by their cross-sections and heights, under dynamic longitudinal compression. These …
by their cross-sections and heights, under dynamic longitudinal compression. These …
Band structure analysis of Green-Naghdi-based thermoelastic wave propagation in cylindrical phononic crystals with energy dissipation using a meshless collocation …
SM Hosseini, C Zhang - International Journal of Mechanical Sciences, 2021 - Elsevier
In this paper, a meshless collocation method based on the generalized finite difference
(GFD) method is employed for the band structure analysis of thermoelastic waves …
(GFD) method is employed for the band structure analysis of thermoelastic waves …
An intelligent design system for tailored metamaterial properties
J Cui, Y Wang, L Zhang, H Li - International Journal of Mechanical Sciences, 2024 - Elsevier
Metamaterials are widely studied for their ability to carry human designs and realize exotic,
specific physical properties. However, the existing metamaterial design methods are highly …
specific physical properties. However, the existing metamaterial design methods are highly …
A classification of aperiodic architected cellular materials
Architected cellular materials encompass a wide range of design and performance
possibilities. While there has been significant interest in periodic cellular materials, recent …
possibilities. While there has been significant interest in periodic cellular materials, recent …
Two-scale topology optimization with isotropic and orthotropic microstructures
Advances in additive manufacturing enable the fabrication of complex structures with
intricate geometric details, which bring opportunities for high-resolution structure design and …
intricate geometric details, which bring opportunities for high-resolution structure design and …
[HTML][HTML] An automated design framework for composite mechanical metamaterials and its application to 2D pentamode materials
Until relatively recently most mechanical metamaterial classes being studied have been
composed of a single solid constituent phase and design has focused almost exclusively on …
composed of a single solid constituent phase and design has focused almost exclusively on …