Interactive inverse design of layered phononic crystals based on reinforcement learning

C Luo, S Ning, Z Liu, Z Zhuang - Extreme Mechanics Letters, 2020 - Elsevier
As supervised learning has been successfully applied in mechanics, reinforcement learning
is being attempted to be used to solve mechanical problems more intelligently. In this study …

Elastic wave propagation and localization in band gap materials: a review

FM Li, YZ Wang - Science China Physics, Mechanics and Astronomy, 2012 - Springer
Band gap materials (ie phononic crystals) are the artificially periodic structures, which have
the stop band characteristic for elastic waves. The elastic waves will be localized in …

Embedding physical knowledge in deep neural networks for predicting the phonon dispersion curves of cellular metamaterials

Z Wang, W Xian, Y Li, H Xu - Computational Mechanics, 2023 - Springer
Phononic metamaterials have the capability to manipulate the propagation of mechanical
waves. The traditional finite element (FE) analysis-based methods for predicting phonon …

Elastic wave band gaps in magnetoelectroelastic phononic crystals

YZ Wang, FM Li, K Kishimoto, YS Wang, WH Huang - Wave Motion, 2009 - Elsevier
In this paper, the elastic wave propagation in two-dimensional magnetoelectroelastic
phononic crystals is studied taking the magneto–electro–elastic coupling into account. The …

Design of phononic crystals for self-collimation of elastic waves using topology optimization method

JH Park, PS Ma, YY Kim - Structural and Multidisciplinary Optimization, 2015 - Springer
Self-collimating phononic crystals (PCs) are periodic structures that enable self-collimation
of waves. While various design parameters such as material property, period, lattice …

Tuning of band gaps for a two-dimensional piezoelectric phononic crystal with a rectangular lattice

Y Wang, F Li, Y Wang, K Kishimoto, W Huang - Acta Mechanica Sinica, 2009 - Springer
In this paper, the elastic wave propagation in a two-dimensional piezoelectric phononic
crystal is studied by considering the mechanic–electric coupling. The generalized …

Band gaps of elastic waves in three-dimensional piezoelectric phononic crystals with initial stress

YZ Wang, FM Li, K Kishimoto, YS Wang… - European Journal of …, 2010 - Elsevier
In this paper, the stop band properties of elastic waves in three-dimensional piezoelectric
phononic crystals with initial stress are studied taking the mechanical and electrical coupling …

Periodic and quasi-periodic one-dimensional phononic crystal biosensor: A comprehensive study for optimum sensor design

AHM Almawgani, HM Fathy, HA Elsayed, GA Ali… - RSC …, 2023 - pubs.rsc.org
The resonant acoustic band gap materials have introduced an innovative generation of
sensing technology. Based on the local resonant transmitted peaks, this study aims to …

Validation of FEM models based on Carrera Unified Formulation for the parametric characterization of composite metamaterials

AG De Miguel, M Cinefra, M Filippi, A Pagani… - Journal of Sound and …, 2021 - Elsevier
This work focuses on the study of composite metamaterials to be employed as possible
lightweight insulation systems for noise and vibrations. In particular, the dispersion relations …

Optimal poroelastic layer sequencing for sound transmission loss maximization by topology optimization method

JS Lee, EI Kim, YY Kim, JS Kim, YJ Kang - The Journal of the …, 2007 - pubs.aip.org
Optimal layer sequencing of a multilayered acoustical foam is solved to maximize its sound
transmission loss. A foam consisting of air and poroelastic layers can be optimized when a …