Jinhong Wu [吴金红] M.E. Student Huazhong University of Science and Technology Email: wujh2019@gmail.com [CV]   [Google Scholar]   [GitHub]

About Me

I received my master degree in Mechanical Engineering from School of Aerospace, Huazhong University of Science and Technology (HUST), where I worked on deep learning-based physical simulation and studied with Prof. Qi Zhou. Prior to that, I received my bachelor degree from HUST, with a major in Flight Vehicle Design and Engineering.

My research primarily lies in deep learning and data-driven science and engineering (e.g., deep learning-based physical simulation), Currently, I'm working on fluid field generation with diffusion models. My ultimate objective is to integrate deep learning algorithms with traditional scientific methodologies to create intelligent agents bridging the virtual and physical worlds.

Publications

[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]

Education

	Huazhong University of Science and Technology   Sep 2021 - Jun 2024, Master of Engineering in Mechanical Engineering
	Huazhong University of Science and Technology   Sep 2017 - Jun 2021, Bachelor of Engineering in Flight Vehicle Design and Engineering

Honors & Awards

Competitions

Experience

• Oriel College, University of Oxford
  Aug 2019 - Sep 2019
  
  Summer camp student