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KMS of Xinjiang Astronomical Observatory, CAS
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110米口径全可动射... [2]
Radio Astr... [1]
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Wang, Na [3]
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2024 [3]
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Untrained single scanning phase retrieval neural network for surface deformation measurement of large-aperture antennas
期刊论文
OPTICS AND LASERS IN ENGINEERING, 2024, 卷号: 183, 页码: 108525
Authors:
Zhang, Zihan
;
Ye, Qian
;
Wang, Na
;
Meng, Guoxiang
Adobe PDF(3139Kb)
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View/Download:8/2
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Submit date:2024/11/27
Antenna surface measurement
Phase retrieval
Untrained deep learning
Light-tracing based surface deformation measurement strategy for large radio telescopes
期刊论文
EXPERIMENTAL ASTRONOMY, 2024, 卷号: 58, 期号: 3, 页码: 11
Authors:
Zhang, Zihan
;
Yang, Dejin
;
Ye, Qian
;
Wang, Na
Adobe PDF(2387Kb)
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View/Download:6/1
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Submit date:2024/11/27
Radio telescope
Main reflector deformation
Geometric-optical measurement
A multi-fidelity transfer learning strategy based on multi-channel fusion
期刊论文
JOURNAL OF COMPUTATIONAL PHYSICS, 2024, 卷号: 506, 页码: 112952
Authors:
Zhang, Zihan
;
Ye, Qian
;
Yang, Dejin
;
Wang, Na
;
Meng, Guoxiang
Adobe PDF(3852Kb)
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View/Download:4/0
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Submit date:2024/06/14
Surrogate model
Deep neural networks
Multi-fidelity
Data fusion