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2026

Journal Article

Separating the horizontal advection component from field-measured suspended sediment concentration profiles

Zhao, Zixi, Zhang, Shaotong, Wu, Jinran, Jin, Yao, Qiao, Lulu, Li, Guangxue and Li, Sanzhong (2026). Separating the horizontal advection component from field-measured suspended sediment concentration profiles. Water Research, 288 (Part A) 124630, 1-14. doi: 10.1016/j.watres.2025.124630

Separating the horizontal advection component from field-measured suspended sediment concentration profiles

2025

Journal Article

Rainfall-dependent influence of water parameter interactions and land use on lake water quality: a hybrid ensemble approach and management implications

Xu, Jing, Mo, Yuming, Jiang, Qihao, Kong, Lingzhong, Wu, Jinran, Ding, Zhe, Jin, Guangqiu and Li, Ling (2025). Rainfall-dependent influence of water parameter interactions and land use on lake water quality: a hybrid ensemble approach and management implications. Journal of Hydrology, 662 (Part B) 134019, 134019-662. doi: 10.1016/j.jhydrol.2025.134019

Rainfall-dependent influence of water parameter interactions and land use on lake water quality: a hybrid ensemble approach and management implications

2025

Journal Article

Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation

Li, Xi’an, Wu, Jinran, Huang, Yujia, Ding, Zhe, Tai, Xin, Liu, Liang and Wang, You-Gan (2025). Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation. Journal of Computational and Applied Mathematics, 468 116635, 1-19. doi: 10.1016/j.cam.2025.116635

Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equation

2025

Journal Article

A comprehensive review of artificial intelligence in electrocardiogram diagnostics: integrating knowledge map and meta-analysis approaches

Yang, Yang, Zhu, Fenglin, Gao, Yuchao, Chen, Zhihao, Li, Xi’an, Gao, Shangce and Wu, Jinran (2025). A comprehensive review of artificial intelligence in electrocardiogram diagnostics: integrating knowledge map and meta-analysis approaches. Applied Soft Computing, 183 113655, 113655-183. doi: 10.1016/j.asoc.2025.113655

A comprehensive review of artificial intelligence in electrocardiogram diagnostics: integrating knowledge map and meta-analysis approaches

2025

Journal Article

Effects of seawater salinity variations on nitrogen transport in the coastal reservoir and adjacent aquifer

Mo, Yuming, Xu, Jing, Wang, Kun, Xu, Beibei, Wu, Jinran, Jiang, Qihao, Jin, Guangqiu and Li, Ling (2025). Effects of seawater salinity variations on nitrogen transport in the coastal reservoir and adjacent aquifer. Journal of Hydrology, 661 133539, 133539-661. doi: 10.1016/j.jhydrol.2025.133539

Effects of seawater salinity variations on nitrogen transport in the coastal reservoir and adjacent aquifer

2025

Journal Article

Integrating attention mechanisms in graph neural networks for marine oil spill detection

Cai, Fengjing, Wang, Yue, Tian, Zhuangcai, Li, Xi’an, Xu, Jing, Mo, Yuming, Zhang, Shaotong and Wu, Jinran (2025). Integrating attention mechanisms in graph neural networks for marine oil spill detection. Journal of Ocean University of China, 24 (5), 1327-1340. doi: 10.1007/s11802-025-6148-9

Integrating attention mechanisms in graph neural networks for marine oil spill detection

2025

Journal Article

Probabilistic oil price forecasting with a variational mode decomposition-gated recurrent unit model incorporating pinball loss

Cui, Zhesen, Li, Tian, Ding, Zhe, Li, Xi'an and Wu, Jinran (2025). Probabilistic oil price forecasting with a variational mode decomposition-gated recurrent unit model incorporating pinball loss. Data Science and Management, 8 (3), 237-247. doi: 10.1016/j.dsm.2024.10.003

Probabilistic oil price forecasting with a variational mode decomposition-gated recurrent unit model incorporating pinball loss

2025

Journal Article

Network traffic forecasting with transfer learning-based algorithm for long continuous missing data

Yang, Yang, Chen, Zhihao, Gao, Yuchao, Wang, Zijin, Ding, Zhe and Wu, Jinran (2025). Network traffic forecasting with transfer learning-based algorithm for long continuous missing data. Expert Systems with Applications, 298 (Part B) 129484, 129484. doi: 10.1016/j.eswa.2025.129484

Network traffic forecasting with transfer learning-based algorithm for long continuous missing data

2025

Journal Article

Optimising PID controllers for multi‐area automatic generation control with improved NSGA‐II

Yang, Yang, Gao, Yuchao, Gao, Shangce and Wu, Jinran (2025). Optimising PID controllers for multi‐area automatic generation control with improved NSGA‐II. CAAI Transactions on Intelligence Technology, 10 (4), 1135-1147. doi: 10.1049/cit2.70024

Optimising PID controllers for multi‐area automatic generation control with improved NSGA‐II

2025

Journal Article

ViT-GCN: a novel hybrid model for accurate pneumonia diagnosis from X-ray images

Xu, Nuo, Wu, Jinran, Cai, Fengjing, Li, Xi'an and Xie, Hong-Bo (2025). ViT-GCN: a novel hybrid model for accurate pneumonia diagnosis from X-ray images. Biomedical Physics and Engineering Express, 11 (4) 045034, 045034-4. doi: 10.1088/2057-1976/adebf4

ViT-GCN: a novel hybrid model for accurate pneumonia diagnosis from X-ray images

2025

Journal Article

An adaptive regression algorithm with a clustering process for multi-modal data prediction

Zhao, Shangrui, Yu, Weiqi, Wu, Yulu, Wu, Jinran, Li, Xi’an and Wang, You-Gan (2025). An adaptive regression algorithm with a clustering process for multi-modal data prediction. Discover Computing, 28 (1) 94. doi: 10.1007/s10791-025-09565-7

An adaptive regression algorithm with a clustering process for multi-modal data prediction

2025

Journal Article

Feature selection for stock movement direction prediction using sparse support vector machine

Miao, Maoxuan, Wu, Jinran, Cai, Fengjing, Fu, Liya, Zheng, Shurong and Wang, You‐Gan (2025). Feature selection for stock movement direction prediction using sparse support vector machine. Applied Stochastic Models in Business and Industry, 41 (3) e70011, 3. doi: 10.1002/asmb.70011

Feature selection for stock movement direction prediction using sparse support vector machine

2025

Journal Article

Spatial heterogeneity of groundwater depths in coastal cities and their responses to multiple factors interactions by interpretable machine learning models

Mo, Yuming, Xu, Jing, Zhu, Senlin, Xu, Beibei, Wu, Jinran, Jin, Guangqiu, Wang, You-Gan and Li, Ling (2025). Spatial heterogeneity of groundwater depths in coastal cities and their responses to multiple factors interactions by interpretable machine learning models. Geoscience Frontiers, 16 (3) 102033, 1-19. doi: 10.1016/j.gsf.2025.102033

Spatial heterogeneity of groundwater depths in coastal cities and their responses to multiple factors interactions by interpretable machine learning models

2025

Journal Article

Scheduling automated guided vehicles considering the buffer lane constraints

Yin, Yu-Qi, Liu, Chanjuan and Wu, Jinran (2025). Scheduling automated guided vehicles considering the buffer lane constraints. Engineering Computations, ahead-of-print (ahead-of-print), 1-30. doi: 10.1108/ec-08-2024-0732

Scheduling automated guided vehicles considering the buffer lane constraints

2025

Journal Article

Multi-Granularity Autoformer for long-term deterministic and probabilistic power load forecasting

Yang, Yang, Gao, Yuchao, Zhou, Hu, Wu, Jinran, Gao, Shangce and Wang, You-Gan (2025). Multi-Granularity Autoformer for long-term deterministic and probabilistic power load forecasting. Neural Networks, 188 107493, 1-11. doi: 10.1016/j.neunet.2025.107493

Multi-Granularity Autoformer for long-term deterministic and probabilistic power load forecasting

2025

Journal Article

Spatiotemporal variations of water levels and river-lake interaction in the Poyang Lake basin under the extreme drought

Chen, Hexiang, Jin, Guangqiu, Tang, Hongwu, Wu, Jinran, Wang, You-Gan, Zhang, Zhongtian, Deng, Yanqing and Zhang, Siyi (2025). Spatiotemporal variations of water levels and river-lake interaction in the Poyang Lake basin under the extreme drought. Journal of Hydrology: Regional Studies, 57 102165, 102165. doi: 10.1016/j.ejrh.2024.102165

Spatiotemporal variations of water levels and river-lake interaction in the Poyang Lake basin under the extreme drought

2025

Journal Article

Classical and machine learning tools for identifying yellow-seeded Brassica napus by fusion of hyperspectral features

Liu, Fan, Wang, Fang, Zhang, Zaiqi, Cao, Liang, Wu, Jinran and Wang, You-Gan (2025). Classical and machine learning tools for identifying yellow-seeded Brassica napus by fusion of hyperspectral features. Frontiers in Genetics, 15 1518205, 1518205. doi: 10.3389/fgene.2024.1518205

Classical and machine learning tools for identifying yellow-seeded Brassica napus by fusion of hyperspectral features

2025

Journal Article

Editorial: Data-driven approaches for efficient smart grid systems

Wu, Jinran, Yang, Yang, Sun, Shaolong and Yu, Yang (2025). Editorial: Data-driven approaches for efficient smart grid systems. Frontiers in Energy Research, 12, 1-2. doi: 10.3389/fenrg.2024.1536459

Editorial: Data-driven approaches for efficient smart grid systems

2024

Journal Article

Solving the temporal lags in local significant wave height prediction with a new VMD-LSTM model

Zhang, Shaotong, Zhao, Zixi, Wu, Jinran, Jin, Yao, Jeng, Dong-Sheng, Li, Sanzhong, Li, Guangxue and Ding, Dong (2024). Solving the temporal lags in local significant wave height prediction with a new VMD-LSTM model. Ocean Engineering, 313 119385, 119385-313. doi: 10.1016/j.oceaneng.2024.119385

Solving the temporal lags in local significant wave height prediction with a new VMD-LSTM model

2024

Journal Article

Robust autoregressive bidirectional gated recurrent units model for short-term power forecasting

Yang, Yang, Wang, Zijin, Zhao, Shangrui, Zhou, Hu and Wu, Jinran (2024). Robust autoregressive bidirectional gated recurrent units model for short-term power forecasting. Engineering Applications of Artificial Intelligence, 138 (Part B) 109453, 109453. doi: 10.1016/j.engappai.2024.109453

Robust autoregressive bidirectional gated recurrent units model for short-term power forecasting