Machine intelligence in metamaterials design: a review

G Cerniauskas, H Sadia, P Alam - Oxford Open Materials …, 2024 - academic.oup.com
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 …

[HTML][HTML] Sound absorption performance based on auxetic microstructure model: A parametric study

Y Wang, C Li, X Chen, C Zhang, Q Jin, G Zhou… - Materials & Design, 2023 - Elsevier
With the increasing prominence and complexity of environmental noise problems, there is
an urgent need for novel acoustic materials to meet noise reduction requirements. In this …

A machine learning approach for predicting the Johnson-Champoux-Allard parameters of a fibrous porous material

W Yi, J Guo, T Zhou, H Jiang, Y Fang - Applied Acoustics, 2024 - Elsevier
Porous fibrous materials have been widely used as acoustic treatments for noise
attenuation. Their acoustic properties are typically characterized by Johnson-Champoux …

Microstructural design of rigid porous materials using a Bayesian optimization method

SS Yang, WG Jung, YJ Kang - Journal of Mechanical Science and …, 2024 - Springer
This study presents a methodology for designing the periodic unit cell (PUC) to optimize the
sound absorption properties of rigid porous materials using Bayesian optimization (BO). BO …

Machine Intelligence in Metamaterials Design

G Cerniauskas, H Sadia, P Alam - 2023 - research.ed.ac.uk
Machine intelligence continues to rise in popularity as an aid to the design and discovery of
novel metamaterials. The properties of metamaterials are essentially controllable via their …

Development of composite panels based on porous glass aerogels for acoustic applications

MN Nguyen, PL Nguyen, KK Nguyen… - E3S Web of …, 2023 - e3s-conferences.org
In this work, we present the results of research on manufacturing composite materials based
on porous glass beads for acoustic treatment. A new material with fire resistance, heat …

[PDF][PDF] A constitutive model for the acoustics of packed spheres and particles

B Semeniuk, P Göransson - 30th International Conference on …, 2022 - researchgate.net
Constitutive models for the vibroacoustics of porous materials have previously been defined
for lattice cell, foam and fibrous materials in terms of dynamic viscous drag forces and …

[HTML][HTML] Lai Yen IZ, Lai Yen ward, Hoai Duc district, Hanoi

MN Nguyen, PL Nguyen, KK Nguyen, VD Vu, VH Trinh - dasm.vn
Development of composite panels based on porous glass aerogels for acoustic applications -
VIỆN PHÁT TRIỂN VÀ ỨNG DỤNG VẬT LIỆU ÂM THANH Skip to content Lai Yen IZ, Lai Yen …