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Nan Yu

University of Edinburgh

SCHOLARLY PAPERS

7

DOWNLOADS

237

TOTAL CITATIONS

3

Scholarly Papers (7)

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1.

Digital Manufacturing for Advanced Manufacturing Technologies: A Review of Successful Implementation for Plasma Processing Digital Twin Framework Development

Number of pages: 53 Posted: 28 May 2024
Alasdair Mitchell, Xinyang Wei, Rongyun Sun, Kazuya Yamamura, Long Ye, Jonathan Corney and Nan Yu
affiliation not provided to SSRN, The University of Osaka, The University of Osaka, The University of Osaka, University of Edinburgh, University of Edinburgh and University of Edinburgh
Downloads 88 (759,537)
Citation 2

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Plasma Processing, Digital Twin, Digital Manufacturing, Additive manufacturing, Subtractive Manufacturing

2.

Domain Knowledge Integrated Cam System Based on Multi-Objective Path Optimal Planning and Deep Convolutional Neural Network

Number of pages: 39 Posted: 22 Feb 2025
Cheng Guo, Zexin Wang, Kangsen Li, Long Ye, Nan Yu and Feng Gong
Shenzhen University, Shenzhen University, Shenzhen University, KU Leuven, University of Edinburgh and Shenzhen University
Downloads 47 (1,097,529)

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Tool path planning, CAM system, Multi-objective Optimization, Domain knowledge integrated, Deep Convolutional Neural Network, WEDM

3.

Study on the Influence of Laser Processed Surfaces on the Heat Transfer Performance of Microflow Channels

Downloads 21 (1,133,231)

Study on the Influence of Laser Processed Surfaces on the Heat Transfer Performance of Microflow Channels

Number of pages: 26 Posted: 31 Jul 2023
Ni Chen, Junyi Zhao, Jiawei Wei, He Xiao, Liang Li, Jiawei Liu, Nan Yu and Ning He
Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, University of Edinburgh and Nanjing University of Aeronautics and Astronautics
Downloads 21 (1,486,852)

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Heat transfer efficiency, AlN HTCC, Microstructure, Surface morphology, Roughness element

4.

Fabrication of High Aspect Ratio Grooves on Aluminium Nitride by Chemical and Laser Enhanced Micro Milling

Number of pages: 43 Posted: 24 Oct 2023
Ni Chen, Jiawei Liu, Ning He, Xingzhi Xiao, Junyi Zhao, Yibo Jia and Nan Yu
Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics, Nanjing University of Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing University of Aeronautics and Astronautics and University of Edinburgh
Downloads 28 (1,345,526)
Citation 1

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AlN ceramics, LCAMM, Laser ablation, Micro milling, high aspect ratio

5.

Experimental Comparative Study of Photogrammetry Network Sensor in Robot Dynamic Tracking

Number of pages: 36 Posted: 21 May 2025
Zhaosheng Li, Francesco Giorgio-Serchi, Long Ye and Nan Yu
University of Edinburgh, University of Edinburgh, KU Leuven and University of Edinburgh
Downloads 26 (1,372,601)

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Photogrammetry, network sensor, laser tracker, robot, dynamic tracking

6.

Interpretable Semi-Supervised 3D Deep Anomaly Detection for Surface Defect Localization in Wire-Laser Directed Energy Deposition Using Point Clouds

Number of pages: 73 Posted: 21 Jan 2026
Zhiyuan Wang, Yang Gao, Long Ye, Cheng Guo and Nan Yu
University of Edinburgh, affiliation not provided to SSRN, KU Leuven, Shenzhen University and University of Edinburgh
Downloads 22 (1,436,435)

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Semi-supervised learning, Anomaly Detection, Explainable AI, 3D deep learning, Point cloud, Additive manufacturing

7.

Proposal of a novel deep learning-driven framework for quantitative investigation of parameter-process-quality relationships in wire laser directed energy deposition

Number of pages: 57 Posted: 01 Jul 2026
Yichang Zhou, Yang Gao, Haodong Zhao, Zhaosheng Li, Kaiwen Zhang, Long Ye, Botao Jiang, Hao Xue, Guoda Chen, Ruslan Melentiev and Nan Yu
University of Huddersfield, affiliation not provided to SSRN, University of Huddersfield, University of Edinburgh, University of Edinburgh, University of Edinburgh, City University of Hong Kong, University of Edinburgh, Zhejiang University of Technology, University of Nottingham and University of Edinburgh
Downloads 5

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Deep learning, semantic segmentation, Metal Additive Manufacturing, Directed Energy Deposition, Melt pool dynamics, Spatiotemporal analysis