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Xun Zou

The University of Manchester

SCHOLARLY PAPERS

9

DOWNLOADS

307

TOTAL CITATIONS

1

Scholarly Papers (9)

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1.

Fast Inversion of Parameters on Jiles Atherton Hysteresis Model Based on Physics-Guided Deep Learning Network

Number of pages: 10 Posted: 27 Nov 2024
Saibo She, Xiaochu Pang, Jun Liu, Xinnan Zheng, Kuohai Yu, Xun Zou, Ruoxuan Zhu, Rui Guo and Wuliang Yin
The University of Manchester, affiliation not provided to SSRN, Cardiff University, The University of Manchester, The University of Manchester, The University of Manchester, affiliation not provided to SSRN, The University of Manchester and The University of Manchester
Downloads 70 (883,195)

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physics-guided neural networkferromagnetic materialsJiles Atherton hysteresis modelfast parameters inversion

2.

High-Efficiency Method for Diffusion Velocity of Eddy Current in Metallic Plates

Number of pages: 12 Posted: 23 Sep 2024
Xinnan Zheng, Zihan Xia, Saibo She, Xun Zou, Kuohai Yu, Zili Zhang, Anthony J. Peyton, Jialong Shen and Wuliang Yin
The University of Manchester, affiliation not provided to SSRN, The University of Manchester, The University of Manchester, The University of Manchester, affiliation not provided to SSRN, affiliation not provided to SSRN, Guilin University of Technology - College of Materials Science and Engineering and The University of Manchester
Downloads 55 (1,010,164)

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Pulsed eddy current(PEC), diffusion velocity field, inverse Laplace transform, high efficiency, whole-field gradient method

3.

Simplified Analytical Model for Pulsed Eddy Current Testing of Asymmetric Cylinders and Tubes with Physics-Guided Multi-Scale Resnet for Property Estimation

Number of pages: 11 Posted: 26 Feb 2025
Saibo She, Xinnan Zheng, Rui Guo, Kuohai Yu, Xun Zou, Yunze He and Wuliang Yin
The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, Hunan University and The University of Manchester
Downloads 45 (1,145,425)

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Pulsed eddy current testingAsymmetric cylinder or tubeAnalytical modelPhysics-guided modelDeep learning

4.

Measurement of Permeability and Radius for Asymmetric Cylinders with Double Coils Using a Simplified Analytical Model of Eddy Current Testing

Number of pages: 9 Posted: 24 Mar 2025
Saibo She, Xun Zou, Xinnan Zheng, Kuohai Yu, Yunze He and Wuliang Yin
The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, Hunan University and The University of Manchester
Downloads 35 (1,249,711)

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Electromagnetic sensingEddy current testingAsymmetric cylinder or tubeAnalytical model

5.

Hybrid Method Combining Sensitivity-Based Algorithm and Transformer-Unet Model for 3-D Electromagnetic Tomography: Shape Reconstruction and Defect Detection

Number of pages: 13 Posted: 12 Aug 2025
Saibo She, Xinnan Zheng, Xun Zou, Kuohai Yu, Yunze He, Wuliang Yin and Anthony J. Peyton
The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, Hunan University, The University of Manchester and affiliation not provided to SSRN
Downloads 31 (1,304,549)

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Transformer-UNet modelElectromagnetic tomographyShape reconstructionDefect detectionSensitivity-based algorithm

6.

Analyzing the Permeability Distribution of Multilayered Specimens Using Pulsed Eddy-Current Testing with Multi-Scale 1d-Resnet

Number of pages: 11 Posted: 15 Jul 2024
Xinnan Zheng, Saibo She, Zihan Xia, Lei Xiong, Xun Zou, Kuohai Yu, Rui Guo, Ruoxuan Zhu, Zili Zhang and Wuliang Yin
The University of Manchester, The University of Manchester, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Manchester, The University of Manchester, The University of Manchester, affiliation not provided to SSRN, affiliation not provided to SSRN and The University of Manchester
Downloads 22 (1,424,331)
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Pulsed eddy-current testing, steel microstructure, permeability profile, deep learning, Simultaneous Iterative Reconstruction Technique, Multilayered Specimens

7.

Hybrid Method Combining Sensitivity-based Algorithm and Transformer-UNet Model for 3D Electromagnetic Tomography: Shape Reconstruction and Defect Detection

Number of pages: 19 Posted: 29 Oct 2025
Saibo She, Xinnan Zheng, Xun Zou, Kuohai Yu, Yunze He, Wuliang Yin and Anthony J. Peyton
The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, Hunan University, The University of Manchester and affiliation not provided to SSRN
Downloads 19 (1,459,862)

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Transformer-UNet modelElectromagnetic tomographyShape reconstructionDefect detectionSensitivity-based algorithm

8.

Exploring the Effect of Probe Size and Lift-Off on Footprint in Pulsed Eddy Current Testing

Number of pages: 12 Posted: 21 Jun 2025
Xinnan Zheng, Kuohai Yu, Saibo She, Ruoxuan Zhu, Lei Xiong, Xun Zou, Jialong Shen and Wuliang Yin
The University of Manchester, The University of Manchester, The University of Manchester, affiliation not provided to SSRN, affiliation not provided to SSRN, The University of Manchester, Guilin University of Technology - College of Materials Science and Engineering and The University of Manchester
Downloads 17 (1,500,778)

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Pulsed eddy current testing, probe lift-off, probe size, probe footprint

9.

EMT-Based Dynamic Multi-Target Tracking of Magnetic Tracer Tablets via T-MSBL and Multi-Hypothesis Tracking

Number of pages: 8 Posted: 16 May 2026
Yu Li, Xun Zou, Kuohai Yu, Chunlai Jiang, Jialong Shen and Wuliang Yin
The University of Manchester, The University of Manchester, The University of Manchester, The University of Manchester, Guilin University of Technology - College of Materials Science and Engineering and The University of Manchester
Downloads 13 (1,541,665)

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fluidized bed, Non-destructive testing, Electromagnetic tomography, eddy current, spatiotemporal tracking framework