Ultrathin acoustic absorbing metasurface based on deep learning approach

Flexural wave absorption by lossy gradient elastic metasurface

(2020) Liyun Cao et al.   JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

Deep learning modeling approach for metasurfaces with high degrees of freedom

(2020) Sensong An et al.   OPTICS EXPRESS

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

(2020) Ying-Tao Luo et al.   Research

Meta-neural-network for real-time and passive deep-learning-based object recognition

(2020) Jingkai Weng et al.   Nature Communications

Subwavelength Sound Focusing and Imaging Via Gradient Metasurface-Enabled Spoof Surface Acoustic Wave Modulation

(2019) Tuo Liu et al.   Physical Review Applied

Deep Learning: A Rapid and Efficient Route to Automatic Metasurface Design

(2019) Tianshuo Qiu et al.   Advanced Science

Broadband ultra-thin acoustic metasurface absorber with coiled structure

(2019) Yifan Zhu et al.   Applied Physics Express

Deep learning for accelerated all-dielectric metasurface design

(2019) Christian C. Nadell et al.   OPTICS EXPRESS

Extreme low-frequency ultrathin acoustic absorbing metasurface

(2019) Krupali Donda et al.   APPLIED PHYSICS LETTERS

A Deep Learning Approach for Objective-Driven All-Dielectric Metasurface Design

(2019) Sensong An et al.   ACS Photonics

Machine learning-based design of porous graphene with low thermal conductivity

(2019) Jing Wan et al.   CARBON

Optimum design of a multi-functional acoustic metasurface using topology optimization based on Zwicker’s loudness model

(2018) Kohei Miyata et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

All-optical machine learning using diffractive deep neural networks

(2018) Xing Lin et al.   SCIENCE

Acoustic perfect absorbers via spiral metasurfaces with embedded apertures

(2018) Sibo Huang et al.   APPLIED PHYSICS LETTERS

Multiparameter optimisation of a magneto-optical trap using deep learning

(2018) A. D. Tranter et al.   Nature Communications

Deep learning for universal linear embeddings of nonlinear dynamics

(2018) Bethany Lusch et al.   Nature Communications

Acoustic metasurfaces

(2018) Badreddine Assouar et al.   Nature Reviews Materials

Non-blind acoustic invisibility by dual layers of homogeneous single-negative media

(2017) He Gao et al.   Scientific Reports

Ultra-thin metamaterial for perfect and quasi-omnidirectional sound absorption

(2016) N. Jiménez et al.   APPLIED PHYSICS LETTERS

Acoustic metasurface-based perfect absorber with deep subwavelength thickness

(2016) Yong Li et al.   APPLIED PHYSICS LETTERS

Use of complex frequency plane to design broadband and sub-wavelength absorbers

(2016) V. Romero-García et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Theory of metascreen-based acoustic passive phased array

(2016) Yong Li et al.   NEW JOURNAL OF PHYSICS

Controlling sound with acoustic metamaterials

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

Acoustic metamaterials: From local resonances to broad horizons

(2016) G. Ma et al.   Science Advances

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

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

An acoustic metasurface design for wave motion conversion of longitudinal waves to transverse waves using topology optimization

(2015) Y. Noguchi et al.   APPLIED PHYSICS LETTERS

Acoustic superfocusing by solid phononic crystals

(2014) Xiaoming Zhou et al.   APPLIED PHYSICS LETTERS

Acoustic metasurface with hybrid resonances

(2014) Guancong Ma et al.   NATURE MATERIALS

Absorption of sound by porous layers with embedded periodic arrays of resonant inclusions

(2013) C. Lagarrigue et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Connectomic reconstruction of the inner plexiform layer in the mouse retina

(2013) Moritz Helmstaedter et al.   NATURE

Prediction of sound absorption of a periodic groove structure with rectangular profile

(2012) Jingjing Wang et al.   APPLIED ACOUSTICS

Anechoic coatings obtained from two- and three-dimensional monopole resonance diffraction gratings

(2012) Sven M. Ivansson   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Extreme Acoustic Metamaterial by Coiling Up Space

(2012) Zixian Liang et al.   PHYSICAL REVIEW LETTERS