Basic Information:
Lin Ke, male, PhD, associate researcher, master supervisor, CUG Scholar Young Talent, has been awarded the title of “Outstanding Youth Team of Central Universities” in 2023 and the “First Outstanding Guidance Team” of the university.
E-mail: linke@cug.edu.cn
Education Background:
2012/07-2020/11: Key engineering designer of a research institute
2007/09-2012/07: PhD at the State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology
2009/08-2011/07: Joint Training at the Department of Aerospace and Mechanical Engineering, University of Arizona, United States
Social Appointments:
Member of the Digital and Systems Engineering Professional Committee of the Nuclear Society;
Scientific and technical expert in a field in Hubei Province
Judge of iCAN International Contest of Innovation;
Former member of the pre-research group of China State Shipbuilding Corporation Limited;
Research Fields and Achievements
Oriented towards the needs of major national projects, he has both academic research capabilities and practical engineering experience. He has presided over 8 projects with a funding of 5.8 million Yuan and published 12 papers. He has applied for 1 patent, was granted 2 national defense patents, and published 1 monograph. He won the First Prize for Progress in Science and Technology from China Shipbuilding Industry Group and the Second Prize for Progress in Science and Technology from State Administration of Science, Technology and Industry for National Defense. Under his guidance, his students has entered the final of “Challenge Cup Announcement”. With sufficient fund and generous benefits, the research group can cultivate students according to the requirements of state-owned research institutes and recommend outstanding students for jobs. The main research fields are as follows:
(1) Deep learning, generative AI, big models;
(2) Multi sensor detection and data fusion, FPGA, control algorithm;
(3) Development of supercritical CO2 system;
Application objects: Currently applied in shipbuilding, nuclear, aerospace, aviation and other fields.
Papers, Patents and Monographs:
[1] Jingjing Lin, Guojun Wen, Yuchen Xia and Ke Lin, Research on product image generation method based on diffusion model and multi-modal control, 2025 (SCI, submitted)
[2] Yuchen Xia, Guojun Wen, Shuang Meia, Shaohua Mao, Yang Yu, Jingjing Lin and Ke Lin, LFADF-Net A Lightweight Feature Adaptive Dynamic Fusion Net for Ship Fire Detection, 2025 (SCI, submitted)
[3] Luo Yi, Wen Guojun, Lin Ke. Research on Pavement Recognition Method Based on DSC-ResNet50. Journal of Wuhan University of Technology (TSE), 2024
[4] Lu Yongjin, Lin Ke, Han Hairong, Research on automatic construction of a multi-resolution 3D design knowledge graph for maritime vessels, 3rd International Conference on Electronic Information Engineering and Data Processing, EIEDP 2024(EI), 2024
[5] Huasheng Xu, Ke Lin, Shaohua Mao, Jie Wang, Yanming Ding, Kaihua Lu Numerical investigation of air curtain jet effect upon the compartment-facade fire safety protection based on temperature evolution and thermal impact, Thermal science and engineering progress, 2023, (SCI, T2)
[6] Long Wen, Shaoquan Su,Bin Wang a, Jian Ge, Liang Gao, Ke Lin A new multi-sensor fusion with hybrid Convolutional Neural Network with Wiener model for remaining useful life estimation, Engineering Applications of Artificial Intelligence, 2023, (SCI, T2)
[7] Wen Guojun, Liu Siyuan, Zhao Quan, Lin Ke. Visualization System of Ship-wave Real-time Interactive Motion Based on Unity, Computer Systems & Applications, 2023
[8] K.Lin, Samy Missoum, etc. Parallel Construction of Explicit Boundaries using Support Vector Machines. Engineering Computations (SCI, T4). 2011.
[9] KeLin, Haobo Qiu, Tao Wu and Zhihui Yao. A local minimum sampling strategy for the construction of boundaries using support vector machines. 16th IEEE International Conference on Computer Supported Cooperative Work in Design (EI). 2012
[10] K.Lin, H.B.Qiu, L.Gao, etc. Comparison of Stochastic Response Surface Method and Response Surface Method for Structure Reliability Analysis. The Second International Conference on Intelligent Computation Technology and Automation. 172-175. ICICTA'09 (EI ). 2009.
[11] Y.F.Sun, H.B.Qiu, L.Gao, K.Lin, etc. Stochastic Response Surface Method Based on Weighted Regression and Its Application to Fatigue Reliability Analysis of Crankshaft. International Mechanical Engineering Congress and Exposition. 13-19, IMECE2009 (EI). 2009.
[12] X.Y.Shao, K.Lin, L.Gao, H.B.Qiu. Research on Tolerance Analysis System of 3D Collaborative Design Platform. 253-259, Materials and Product Technologies (EI). 2008.
[13] Lin Ke, Xia Yuchen et al. Ship fire detection method, device, apparatus and storage medium, 202411435182.5
[14] Lin Ke et al., GF Patent: A rapid generation method for XXXXX layout optimization scheme, ZL201618011450.0
[15] Lin Ke et al., GF Patent: A method for dividing XX main horizontal partition wall, ZL201318004473.5
[16] Xu Qing (Academician), Lin Ke et al., Concept Design of Destroyer, National Defense Industry Press, 2019
