Complete inverse design to customize two-dimensional dispersion relation via nonlocal phononic crystals
We report a new method to tailor the entire two-dimensional (2D) dispersion relation based
on nonlocal phononic crystals, where beyond-nearest-neighbor (BNN) interactions are used …
on nonlocal phononic crystals, where beyond-nearest-neighbor (BNN) interactions are used …
[HTML][HTML] Equivalent Morphology Concept in Composite Materials Using Machine Learning and Genetic Algorithm Coupling
H Beji, T Messager, T Kanit - Journal of Composites Science, 2024 - mdpi.com
The objective of this study is to investigate the synergistic integration of machine learning
and evolutionary algorithms for the discovery of equivalent morphologies exhibiting …
and evolutionary algorithms for the discovery of equivalent morphologies exhibiting …
Intelligent design of low-frequency bandgaps in cementitious metamaterials for enhanced tunability
Acoustic metamaterials exhibit significant potential in mitigating low-frequency vibration.
However, current efficient and customized design strategies remain inadequate. To address …
However, current efficient and customized design strategies remain inadequate. To address …
Machine learning-aided prediction and customization on mechanical response and wave attenuation of multifunctional kiri/origami metamaterials
Multifunctional materials attract extensive attention for simultaneously satisfying diverse
engineering applications, such as protection against mechanical and vibratory intrusions …
engineering applications, such as protection against mechanical and vibratory intrusions …
[HTML][HTML] Arrest behavior of local resonators connected by nonlocal interaction in elastic wave metamaterials with machine learning prediction
X Zhang, YZ Wang - Composites Part A: Applied Science and …, 2025 - Elsevier
In this study, the arrest behaviors of elastic wave metamaterials are analyzed in which the
interconnected local resonators are considered. The influence of structural parameters on …
interconnected local resonators are considered. The influence of structural parameters on …
A novel active switchable multi-channel waveguide based on the Bragg scattering mechanism and the force-magnetic coupling effect
Y Qiu, J Li, Z Song - Multidiscipline Modeling in Materials and …, 2025 - emerald.com
Purpose This study aims to propose a novel acoustic metamaterial waveguide with active
switchable channels by changing the magnetic field strength. Design/methodology …
switchable channels by changing the magnetic field strength. Design/methodology …
Minimizing manufacturing-induced response uncertainty of extrusion-based architected lattice under compression
Inherent uncertainties in materials and process parameters during an additive
manufacturing process such as extrusion significantly affect the mechanical behaviors of …
manufacturing process such as extrusion significantly affect the mechanical behaviors of …