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Physics-based generative adversarial network for real-time acoustic holography
期刊论文
ULTRASONICS, 2025, 卷号: 149
作者:
Lu, Qingyi
;
Zhong, Chengxi
;
Su, Hu
;
Liu, Song
Adobe PDF(6195Kb)
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浏览/下载:64/2
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提交时间:2025/02/28
Holograms
Inverse problems
Sound recording
Adversarial networks
Deep learning
Higher dimensions
Information loss
Phase profile
Phase-only
Phase-only hologram
Physics-based
Real- time
Two-dimensional
Reconfigurable phase-only acoustic holography with surrogate model based on soft-GAN
期刊论文
APPLIED ACOUSTICS, 2025, 卷号: 233
作者:
Lu, Qingyi
;
Zhong, Chengxi
;
Su, Hu
;
Liu, Song
Adobe PDF(5103Kb)
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浏览/下载:125/1
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提交时间:2025/03/14
Acoustic arrays - Acoustic fields - Acoustic transducers - Gallium nitride - Holograms - Sound recording
Acoustic field patterns - Acoustic field reconstruction - Deep learning - Industrial scenarios - Model-based OPC - Penetration ability - Phase-only - Phase-only acoustic holography - Reconfigurable - Surrogate modeling
Deep Learning-Based Super-Resolution Acoustic Holography for Phased Transducer Array
期刊论文
JOURNAL OF APPLIED PHYSICS, 2024, 卷号: 136, 期号: 13
作者:
Qingyi Lu, Chengxi Zhong, Qing Liu, Hu Su, Song Liu
Adobe PDF(11299Kb)
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浏览/下载:234/3
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提交时间:2024/09/22
Acoustic fields
Acoustic transducers
Acoustic wave diffraction
Holograms
Lithography
Microfluidics
Sound recording
Ultrasonic imaging
Bandwidth product
Cost fields
Field generations
High quality
Learning-based super-resolution
Manufacturing cost
Spatial bandwidth
Static fields
Superresolution
Transducer array
Real-time acoustic holography with physics-reinforced contrastive learning for acoustic field reconstruction
期刊论文
JOURNAL OF APPLIED PHYSICS, 2024, 卷号: 135, 期号: 1
作者:
Adobe PDF(7156Kb)
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浏览/下载:635/208
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提交时间:2024/01/19
Deep learning
Economic and social effects
Energy efficiency
Holograms
Inverse problems
Iterative methods
Learning systems
Spectrum analysis
Virtual reality
Acoustic field reconstruction
Acoustic pressures
Complex-valued
Micro-nano manipulation
Neuromodulation
Phase-only
Phased-arrays
Real- time
Two-dimensional
Volumetric Imaging
Ultrafast Acoustic Holography with Physics-Reinforced Self-Supervised Learning for Precise Robotic Manipulation
会议论文
IEEE INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, Detroit, MI, United states, October 1, 2023 - October 5, 2023
作者:
Lu, Qingyi
;
Zhong, Chengxi
;
Liu, Qing
;
Li, Teng
;
Su, Hu
Adobe PDF(736Kb)
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收藏
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浏览/下载:234/1
|
提交时间:2024/02/02
Acoustic fields
Acoustic wave propagation
Acoustic wave velocity
Acoustic waves
Convolution
Encoding (symbols)
Holograms
Iterative methods
Machine learning
Reinforcement
Robotics
'current
Contact less
Encoding time
High-fidelity
Holographic reconstruction
Micro/nanorobotics
Nanorobotic manipulations
Robotic manipulation
Two-dimensional
Ultrafast acoustics
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