1. 船海结构数字孪生方法研究（海洋工程 + 人工智能）

2. 船海结构腐蚀损伤规律及结构极限性能研究

发表论文

[1]Su Xin, Zhang Qi*, Feng Zhongyuan, Ren Mengyao, Huang Yi, Zero-shot prediction method for offshore platforms driven by multimodal feature fusion and information entropy measurement, Engineering Applications of Artificial Intelligence, Volume 165, Part B, 2026, 113540，中科院一区top

[2] Ren Mengyao, Su Xin, Feng Zhongyuan, Zhang Qi*, Huang Yi, A multi-label and multi-stage damage identification method for complex structures, Ocean Engineering, Volume 347, 2026, 123938，中科院二区top

[3] Xin Su, ZhongYuan Feng, Mengyao Ren, Yi Huang, Qi Zhang*, Cross-domain prediction method for structural response of jacket platforms integrating dual-path modeling and multi-domain adaptation, Mechanical Systems and Signal Processing, Volume 242, 2026, 113690,中科院一区top

[4] Su Xin, Ren Mengyao, Feng Zhongyuan, Zhang Qi*, Huang Yi, Research on digital twin method for structural damage identification using cross-domain awareness technology, Advanced Engineering Informatics, Volume 68, Part C, 2025, 103822, 10.1016/j.aei.2025.103822, WOS:001566811900001，中科院一区top

[5] Feng Zhongyuan, Su Xin, Zhang Qi*, Huang Lei, Huang Yi, Probabilistic time-dependent corrosion wastage model for offshore platforms using stepwise Bayesian inference, Ocean Engineering, Volume 327, 2025, 121014, 10.1016/j.oceaneng.2025.121014, WOS:001453313000001，中科院二区top

[6] Su Xin , Jia Ziguang , Zhou Lei , Zhang Qi* , Yi Huang , Enhanced Structural-Load Forecasting: Fusion of Image Analysis and Time Series with Physics-Driven Deep Learning Models, Journal of Sound and Vibration, Volume 601, 2025, 118944, 10.1016/j.jsv.2025.118944, WOS:001398707800001，中科院二区

[7] Su Xin, Huang Yi, Zhou Lei, Jia Ziguang, Zhang Qi*. Innovative load identification with Res-UNet: Integrating phase space reconstruction and physics-informed deep learning. Ocean Engineering, Volume 312, Part 2, 2024, 119173, 10.1016/j.oceaneng.2024.119173, WOS:001311695200001，中科院二区top

[8] Zhongyuan Feng, Qi Zhang*, Lei Huang, Xin Su, Yi Huang. A probabilistic time-dependent corrosion wastage model for offshore platforms based on reverse diffusion model, Ocean Engineering, Volume 313, Part 1, 2024, 119428, 10.1016/j.oceaneng.2024.119428, WOS:001333100900001，中科院二区top

[9] Zhang Qi; Yang Hongqi; Li Hongxing; Liang Yuanhua; Huang Yi ; A time-dependent corrosion wastage model for the partial structure of mobile offshore platforms, Ships and Offshore Structures, 2024,19(1):76-90, 10.1080/17445302.2022.2143628，中科院四区

[10] Zhang Q, Yang H, Wu S, Cheng W, Liang Y, Huang Y. A Study on the Ultimate Strength and Failure Mode of Stiffened Panels. Journal of Marine Science and Engineering. 2023; 11(6):1214. 10.3390/jmse11061214, WOS:001018247000001，中科院三区

[11] Zhang Qi, Yang Hongqi, Zeng Huan, Liu Kaixuan, Huang Yi, Ultimate strength assessment of hull structural plates with general corrosion based on fractal theory, Ocean Engineering, Volume 245, 2022, 110417, 10.1016/j.oceaneng.2021.110417, WOS:000843641600003，中科院二区top