Multi-plane acoustic hologram generation with a physics-enhanced neural network for micro-particle manipulation

Compact holographic sound fields enable rapid one-step assembly of matter in 3D

(2023) Kai Melde et al.   Science Advances

Multi-frequency acoustic hologram generation with a physics-enhanced deep neural network

(2023) Qin Lin et al.   ULTRASONICS

Acoustic hologram of the metasurface with phased arrays via optimality criteria

(2022) Weibai Li et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep Learning-Based Framework for Fast and Accurate Acoustic Hologram Generation

(2022) Moon Hwan Lee et al.   IEEE TRANSACTIONS ON ULTRASONICS FERROELECTRICS AND FREQUENCY CONTROL

Converged wireless infrastructure with acoustic holographic array

(2022) Chuanxin Zhang et al.   Applied Physics Reviews

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

(2021) Liang Shi et al.   NATURE

A deep learning approach for the fast generation of acoustic holograms

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

Mie particle assembly by a converging ultrasound field and acoustic interaction forces

(2021) Tianquan Tang et al.   APPLIED ACOUSTICS

Deep learning approach to skin layers segmentation in inflammatory dermatoses

(2021) Joanna Czajkowska et al.   ULTRASONICS

Acoustic hologram optimisation using automatic differentiation

(2021) Tatsuki Fushimi et al.   Scientific Reports

A unified deep network for beamforming and speckle reduction in plane wave imaging: A simulation study

(2020) Etai Mor et al.   ULTRASONICS

Phase imaging with an untrained neural network

(2020) Fei Wang et al.   Light-Science & Applications

What is the ultimate capability of acoustophoretic volumetric displays?

(2020) Tatsuki Fushimi et al.   APPLIED PHYSICS LETTERS

Spatially selective manipulation of cells with single-beam acoustical tweezers

(2020) Michael Baudoin et al.   Nature Communications

Comparison of balanced direct search and iterative angular spectrum approaches for designing acoustic holography structure

(2020) Jianqing Li et al.   APPLIED ACOUSTICS

Acoustophoretic volumetric displays using a fast-moving levitated particle

(2019) Tatsuki Fushimi et al.   APPLIED PHYSICS LETTERS

A volumetric display for visual, tactile and audio presentation using acoustic trapping

(2019) Ryuji Hirayama et al.   NATURE

Acoustic trapping with 3-D manipulation

(2019) Pengfei Liu et al.   APPLIED ACOUSTICS

Holographic acoustic tweezers

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

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

Deep learning in neural networks: An overview

(2015) Jürgen Schmidhuber   NEURAL NETWORKS

Holographic acoustic elements for manipulation of levitated objects

(2015) Asier Marzo et al.   Nature Communications

Acoustofluidics 7: The acoustic radiation force on small particles

(2012) Henrik Bruus   LAB ON A CHIP

Optimal simulations of ultrasonic fields produced by large thermal therapy arrays using the angular spectrum approach

(2009) Xiaozheng Zeng et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA