Jinhong Wu[吴金红]
M.E. Student |
I'm a third year master student from School of Aerospace, Huazhong University of Science and Technology (HUST) and pursing my master's degree in Mechanical Engineering. I am working on digital twin and learning with Prof. Qi Zhou. Prior to that, I received my bachelor degree from HUST, with a major in Aircraft Design and Engineering.
My research interest inludes data-driven science and engineering, digital twin, physics-informed neural network and fault diagnosis. My ultimate objective is to integrate deep learning algorithms with traditional scientific methodologies to create intelligent agents that bridge the virtual and physical world.
[MPIPN:]
MPIPN: a multi physics-informed PointNet for solving parametric acoustic-structure systems
Chu Wang, Jinhong Wu, Yanzhi Wang, Zhijian Zha, Qi Zhou* Engineering with Computers, 2024. [PDF] |
[MFCC-SrepCNN:]
A structurally re-parameterized convolution neural network-based method for gearbox fault diagnosis in edge computing scenarios
Yanzhi Wang, Jinhong Wu, Ziyang Yu, Jiexiang Hu, Qi Zhou* Engineering Applications of Artificial Intelligence, 2023. [PDF] |
[MF-CCNN:]
A deep learning-based multi-fidelity optimization method for the design of acoustic metasurface
Jinhong Wu, Xingxing Feng, Xuan Cai, Xufeng Huang, Qi Zhou* Engineering with Computers, 2022. [PDF] |
[AMFS-MOGA:]
A two-stage adaptive multi-fidelity surrogate model-assisted multi-objective genetic algorithm for computationally expensive problems
Qi Zhou, Jinhong Wu, Tao Xue, Peng Jin* Engineering with Computers, 2021. [PDF] |
Study on productivity and aerosol emissions of magnetic field-assisted EDM process of SiCp/Al composite with high volume fractions
Zhen Zhang, Yi Zhang, Liquan Lin, Jinhong Wu, Haishen Yu, Xin Pan, Guangliang Li, Jie Wu, Tao Xue* Journal of Cleaner Production, 2021. [PDF] |
Huazhong University of Science and Technology
Sep 2021 - present, Master of Engineering in Mechanical Engineering |
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Huazhong University of Science and Technology
Sep 2017 - Jun 2021, Bachelor of Engineering in Aircraft Design and Engineering |
Jan 2023 | Merit Postgraduate |
Apr 2022 & 2023 | First-class Scholarship for Postgraduates |
Dec 2022 | Third Prize of Zhixing Scholarship |
Nov 2021 | Graduate Freshman Scholarship |
Jun 2021 | Outstanding Graduates |
Jun 2021 | Excellent Undergraduate Thesis |
Dec 2018 | Outstanding Undergraduate Students |
Dec 2018, 2019 & 2020 | National Encouragement Fellowship |
Dec 2019 | Merit Student |
Apr 2018 | Model Student of Academic Records |
National Second Prize, 2022 | The 19th China Postgraduate Mathematical Contest in Modeling (CPMCM) - Huawei Cup |
Second Prize, 2022 | Huawei Software Elite Challenge (Wuhan-Changsha Division) |
National Second Prize, 2022 | 2022 China (Tianjin) industrial innovation application |
National Second Prize, 2022 | Mechanical Engineering Innovation and Creativity Competition (Fault diagnosis of motor current signals) |
Top 1% (30/3169), 2021 | Alibaba Cloud Tianchi AAAI 2022 Security AI Challenger Program Phase 8 |
Excellence Award, 2021 | The 3rd Conference on National Undergraduate Graduation Design |
Top 2% (13/653), 2020 | Jiangsu Big Data Development and Application Competition (Cancer image segmentation) |