Deep-learning-aided metasurface design for megapixel acoustic hologram

Design of Acoustic/Elastic Phase Gradient Metasurfaces: Principles, Functional Elements, Tunability, and Coding

(2022) A-Li Chen et al.   Applied Mechanics Reviews

Achromatic metasurfaces by dispersion customization for ultra-broadband acoustic beam engineering

(2022) Hao-Wen Dong et al.   National Science Review

Loosely coupled reflective impedance metasurfaces: Precise manipulation of waterborne sound by topology optimization

(2022) Hong-Tao Zhou et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Towards real-time photorealistic 3D holography with deep neural networks

(2021) Liang Shi et al.   NATURE

Systematic Design and Experimental Demonstration of Transmission‐Type Multiplexed Acoustic Metaholograms

(2021) Yifan Zhu et al.   ADVANCED FUNCTIONAL MATERIALS

A deep learning approach for the fast generation of acoustic holograms

(2021) Qin Lin et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Ultrathin acoustic absorbing metasurface based on deep learning approach

(2021) Krupali Donda et al.   Smart Materials and Structures

Deep Learning Enables Accurate Sound Redistribution via Nonlocal Metasurfaces

(2021) Hua Ding et al.   Physical Review Applied

Acoustic holography using composite metasurfaces

(2020) Jin Zhang et al.   APPLIED PHYSICS LETTERS

Broadband tunable lossy metasurface with independent amplitude and phase modulations for acoustic holography

(2020) Shi-Wang Fan et al.   Smart Materials and Structures

Physics-Based Approach for a Neural Networks Enabled Design of All-Dielectric Metasurfaces

(2020) Ibrahim Tanriover et al.   ACS Photonics

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

(2020) Jingkai Weng et al.   Nature Communications

Machine-learning reprogrammable metasurface imager

(2019) Lianlin Li et al.   Nature Communications

Systematic design of multiplexed-acoustic-metasurface hologram with simultaneous amplitude and phase modulations

(2019) Yifan Zhu et al.   PHYSICAL REVIEW MATERIALS

Phase and amplitude modulation with acoustic holograms

(2019) Michael D. Brown   APPLIED PHYSICS LETTERS

Deep learning for accelerated all-dielectric metasurface design

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

Acoustic Holographic Cell Patterning in a Biocompatible Hydrogel

(2019) Zhichao Ma et al.   ADVANCED MATERIALS

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

(2019) Sensong An et al.   ACS Photonics

Fine manipulation of sound via lossy metamaterials with independent and arbitrary reflection amplitude and phase

(2018) Yifan Zhu et al.   Nature Communications

Systematic design and experimental demonstration of bianisotropic metasurfaces for scattering-free manipulation of acoustic wavefronts

(2018) Junfei Li et al.   Nature Communications

Deep neural networks for accurate predictions of crystal stability

(2018) Weike Ye et al.   Nature Communications

Multifocal point beam forming by a single ultrasonic transducer with 3D printed holograms

(2018) Jun Zhang et al.   APPLIED PHYSICS LETTERS

Acoustic holograms in contactless ultrasonic power transfer systems: Modeling and experiment

(2018) Marjan Bakhtiari-Nejad et al.   JOURNAL OF APPLIED PHYSICS

Holographic acoustic tweezers

(2018) Asier Marzo et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Acoustic metasurfaces

(2018) Badreddine Assouar et al.   Nature Reviews Materials

Holograms for acoustics

(2016) Kai Melde et al.   NATURE

Acoustic Holographic Rendering with Two-dimensional Metamaterial-based Passive Phased Array

(2016) Yangbo Xie et al.   Scientific Reports

Deep learning

(2015) Yann LeCun et al.   NATURE

Holographic acoustic elements for manipulation of levitated objects

(2015) Asier Marzo et al.   Nature Communications

Metasurface holograms for visible light

(2013) Xingjie Ni et al.   Nature Communications

Bypassing absorbing objects in focused ultrasound using computer generated holographic technique

(2011) Y. Hertzberg et al.   MEDICAL PHYSICS

Plasmon nano-optical tweezers

(2011) Mathieu L Juan et al.   Nature Photonics

An updatable holographic three-dimensional display

(2008) Savaş Tay et al.   NATURE