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2026

Journal Article

Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutions

Wu, 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

Mapping the intellectual landscape of educational psychology: Citation rankings and network structures of 60 journals, scholars, and institutions

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

2026

Journal Article

Coupled salt and nitrogen dynamics in coastal reservoir-adjacent aquifer systems under extreme rainfall event

Mo, 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

Coupled salt and nitrogen dynamics in coastal reservoir-adjacent aquifer systems under extreme rainfall event

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

A two-stage probabilistic forecasting framework for dam displacement: evidence from a Chinese watershed

Cui, 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

A two-stage probabilistic forecasting framework for dam displacement: evidence from a Chinese watershed

2025

Journal Article

Optimal predictive load frequency control with multi-objective PID-based search algorithm

Yang, 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

Optimal predictive load frequency control with multi-objective PID-based search algorithm

2025

Journal Article

ASISTGCRN: a novel approach to traffic prediction using attention-based spatiotemporal graph networks

Cai, 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

ASISTGCRN: a novel approach to traffic prediction using attention-based spatiotemporal graph networks

2025

Journal Article

Editorial: Sustainability and environmental considerations in mining: from deep-sea to solid earth

Tian, 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

Editorial: Sustainability and environmental considerations in mining: from deep-sea to solid earth

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

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

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

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