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2026 Journal Article Integrating linear and circular polarization features for PolSAR land cover classification with deep learningZhang, Shuaiying, Dong, Zhen, Lin, Huadong, Zhang, Zhendong, Wu, Jinran, Quan, Sinong, An, Wentao, Li, Tong and Pandey, Rajiv (2026). Integrating linear and circular polarization features for PolSAR land cover classification with deep learning. International Journal of Applied Earth Observation and Geoinformation, 146 105090, 1-16. doi: 10.1016/j.jag.2026.105090 |
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2026 Journal Article Coupled salt and nitrogen dynamics in coastal reservoir-adjacent aquifer systems under extreme rainfall eventMo, Yuming, Xu, Jing, Tian, Yuhang, Zhu, Senlin, Wu, Jinran, Li, Tong, Jin, Guangqiu and Li, Ling (2026). Coupled salt and nitrogen dynamics in coastal reservoir-adjacent aquifer systems under extreme rainfall event. Journal of Contaminant Hydrology, 276 104762, 104762. doi: 10.1016/j.jconhyd.2025.104762 |
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2026 Journal Article Frequency-Aware Multi-Task Forecasting for Integrated Energy Systems via Variational Mode Decomposition and Convolution-Attention EncodingGao, Yuchao, Wu, Jinran, Yang, Yang, Wang, Zijin and Ding, Zhe (2026). Frequency-Aware Multi-Task Forecasting for Integrated Energy Systems via Variational Mode Decomposition and Convolution-Attention Encoding. IEEE Transactions on Smart Grid, 17 (1), 818-831. doi: 10.1109/tsg.2025.3621486 |
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2026 Journal Article Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutionsWu, Jinran, Marsh, Herbert W., Guo, Jiesi, Reeve, Johnmarshall, Pekrun, Reinhard, Dicke, Theresa, Jang, Hye-Ryen and Basarkod, Geetanjali (2026). Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutions. Learning and Individual Differences, 125 102816, 1-14. doi: 10.1016/j.lindif.2025.102816 |
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2026 Journal Article Informative missingness and its implications in semi-supervised learningWu, Jinran, Wang, You-Gan and McLachlan, Geoffrey J. (2026). Informative missingness and its implications in semi-supervised learning. The Innovation Informatics 100033. doi: 10.59717/j.xinn-inform.2026.100033 |
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2026 Journal Article Separating the horizontal advection component from field-measured suspended sediment concentration profilesZhao, 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 |
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2025 Journal Article Optimal predictive load frequency control with multi-objective PID-based search algorithmYang, Yang, Gao, Yuchao, Wu, Jinran and Gao, Shangce (2025). Optimal predictive load frequency control with multi-objective PID-based search algorithm. Swarm and Evolutionary Computation, 99 102214, 1-13. doi: 10.1016/j.swevo.2025.102214 |
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2025 Journal Article Rainfall-dependent influence of water parameter interactions and land use on lake water quality: a hybrid ensemble approach and management implicationsXu, 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 |
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2025 Journal Article A two-stage probabilistic forecasting framework for dam displacement: evidence from a Chinese watershedCui, Zhesen, Zhang, Qingbin, Zhao, Zhixing, Yang, Maosheng, Kong, Pan, Cai, Shuohao, Zhang, Jinran, Xu, Jing, Wu, Jinran, Pandey, Rajiv and Li, Tong (2025). A two-stage probabilistic forecasting framework for dam displacement: evidence from a Chinese watershed. Journal of Hydrology: Regional Studies, 62 102822, 102822. doi: 10.1016/j.ejrh.2025.102822 |
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2025 Journal Article ASISTGCRN: a novel approach to traffic prediction using attention-based spatiotemporal graph networksCai, Fengjing, Wang, Yue, Yu, Wanghua, Wu, Jinran, Liu, Chanjuan and Li, Xi’an (2025). ASISTGCRN: a novel approach to traffic prediction using attention-based spatiotemporal graph networks. Proceedings of the Institution of Mechanical Engineers Part D: Journal of Automobile Engineering 09544070251390950. doi: 10.1177/09544070251390950 |
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2025 Journal Article Editorial: Sustainability and environmental considerations in mining: from deep-sea to solid earthTian, Zhuangcai, Rui, Shengjie, Wu, Jinran, Fan, Ning and Guo, Lei (2025). Editorial: Sustainability and environmental considerations in mining: from deep-sea to solid earth. Frontiers in Earth Science, 13 1712087, 13. doi: 10.3389/feart.2025.1712087 |
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2025 Journal Article Fourier-feature induced physics informed randomized neural network method to solve the biharmonic equationLi, 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 |
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2025 Journal Article A comprehensive review of artificial intelligence in electrocardiogram diagnostics: integrating knowledge map and meta-analysis approachesYang, 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 |
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2025 Journal Article Effects of seawater salinity variations on nitrogen transport in the coastal reservoir and adjacent aquiferMo, 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 |
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2025 Book Chapter Comparative analysis of regularization methods for predicting student certificationLi, Tian, Han, Feifei, Guo, Jiesi and Wu, Jinran (2025). Comparative analysis of regularization methods for predicting student certification. Advanced learning analytics methods. (pp. 113-134) edited by Mohammed Saqr and Sonsoles López-Pernas. Cham, Switzerland: Springer Nature Switzerland. doi: 10.1007/978-3-031-95365-1_5 |
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2025 Journal Article Integrating attention mechanisms in graph neural networks for marine oil spill detectionCai, 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 |
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2025 Journal Article Probabilistic oil price forecasting with a variational mode decomposition-gated recurrent unit model incorporating pinball lossCui, 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 |
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2025 Journal Article Network traffic forecasting with transfer learning-based algorithm for long continuous missing dataYang, 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 |
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2025 Conference Publication Fourier-induced DNN Framework for Channel Estimation and Detection in OFDM SystemsLi, Xi'an, Wu, Jinran, Liu, Liang, Xu, Jianhua and Tai, Xin (2025). Fourier-induced DNN Framework for Channel Estimation and Detection in OFDM Systems. IEEE. doi: 10.1109/ucmmt67044.2025.11286858 |
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2025 Journal Article Optimising PID controllers for multi‐area automatic generation control with improved NSGA‐IIYang, 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 |
