Inverse design and experimental verification of an acoustic sink based on machine learning

Teaching-learning-based optimization of an ultra-broadband parallel sound absorber

(2021) Nansha Gao et al.   APPLIED ACOUSTICS

Sound absorption of acoustic resonators with oblique perforations

(2020) J. Carbajo et al.   APPLIED PHYSICS LETTERS

Symmetry-protected hierarchy of anomalous multipole topological band gaps in nonsymmorphic metacrystals

(2020) Xiujuan Zhang et al.   Nature Communications

Demonstration of a third-order hierarchy of topological states in a three-dimensional acoustic metamaterial

(2020) Matthew Weiner et al.   Science Advances

Teaching-learning-based optimization of a composite metastructure in the 0–10 kHz broadband sound absorption range

(2020) Nansha Gao et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Temporal acoustic wave computational metamaterials

(2020) Zengyao Lv et al.   APPLIED PHYSICS LETTERS

Acoustic impedance regulation of Helmholtz resonators for perfect sound absorption via roughened embedded necks

(2020) Mingyu Duan et al.   APPLIED PHYSICS LETTERS

Probability-Density-Based Deep Learning Paradigm for the Fuzzy Design of Functional Metastructures

(2020) Ying-Tao Luo et al.   Research

Design, fabrication and sound absorption test of composite porous metamaterial with embedding I-plates into porous polyurethane sponge

(2020) Nansha Gao et al.   APPLIED ACOUSTICS

Hybrid composite meta-porous structure for improving and broadening sound absorption

(2020) Nansha Gao et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Machine-learning reprogrammable metasurface imager

(2019) Lianlin Li et al.   Nature Communications

Design and experimental investigation of V-folded beams with acoustic black hole indentations

(2019) Nansha Gao et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Design and Optimization of 3D Folded-Core Acoustic Liners for Enhanced Low-Frequency Performance

(2019) Andrew T. Chambers et al.   AIAA JOURNAL

Machine Learning for Fluid Mechanics

(2019) Steven L. Brunton et al.   Annual Review of Fluid Mechanics

A Bidirectional Deep Neural Network for Accurate Silicon Color Design

(2019) Li Gao et al.   ADVANCED MATERIALS

Bayesian Machine Learning in Metamaterial Design: Fragile Becomes Supercompressible

(2019) Miguel A. Bessa et al.   ADVANCED MATERIALS

Machine learning in acoustics: Theory and applications

(2019) Michael J. Bianco et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Acoustic wave propagation in effective graded fully anisotropic fluid layers

(2019) Théo Cavalieri et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

TS-RNN: Text Steganalysis Based on Recurrent Neural Networks

(2019) Zhongliang Yang et al.   IEEE SIGNAL PROCESSING LETTERS

Simultaneous Observation of a Topological Edge State and Exceptional Point in an Open and Non-Hermitian Acoustic System

(2018) Weiwei Zhu et al.   PHYSICAL REVIEW LETTERS

Acoustic higher-order topological insulator on a kagome lattice

(2018) Haoran Xue et al.   NATURE MATERIALS

Optimization of low frequency sound absorption by cell size control and multiscale poroacoustics modeling

(2017) Ju Hyuk Park et al.   JOURNAL OF SOUND AND VIBRATION

Sound attenuation optimization using metaporous materials tuned on exceptional points

(2017) Lei Xiong et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Rainbow-trapping absorbers: Broadband, perfect and asymmetric sound absorption by subwavelength panels for transmission problems

(2017) Noé Jiménez et al.   Scientific Reports

Controlling sound with acoustic metamaterials

(2016) Steven A. Cummer et al.   Nature Reviews Materials

Perfect and broadband acoustic absorption by critically coupled sub-wavelength resonators

(2016) V. Romero-García et al.   Scientific Reports

Acoustic metasurface with hybrid resonances

(2014) Guancong Ma et al.   NATURE MATERIALS