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2026	Artificial Intelligence (AI) in Saxitoxin Research: The Next Frontier for Understanding Marine Dinoflagellate Toxin Biosynthesis and Evolution Toxins Buhari Lawan Muhammad, Han-Sol Kim, Ibrahim Aliyu, Harisu Abdullahi Shehu, Jang-Seu Ki
2026	Oilseed Flax Yield Prediction in Arid Gansu, China Using a CNN–Informer Model and Multi-Source Spatio-Temporal Data Remote Sensing Xingyu Li, Yue Li, Bin Yan, Yuhong Gao, Shunchang Su, Hui Zhou, Lianghe Kang, Huan Liu, Yongbiao Li
2026	Automating Driving Behavior Anomaly Qualification in Real-Time for Electric Two-Wheelers Using GRU Autoencoder IEEE Access Rudraksh Srivastava, Bragadeshwaran Ashok, Chellamuthu Gunavathi
2026	Deep-learning-based energy consumption prediction of coal mine air heating units (CMAHU): case studies of China’s Northwest coal mines under extreme low temperature conditions Energy and Buildings Peijun FENG, Yu ZHENG, Siu-Yeung CHO, Ka Wai Eric CHENG, Xiaoyue YI, Siqi BU
2026	Event-Graph Neural Survival Model with Conformal Intervals for Predictive Maintenance in Industrial IoT Scientia. Technology, Science and Society Hussein Ali Shakir
2026	Transformers for Multivariate Time Series Forecasting: Comprehensive Analysis, Challenges, Research Opportunities, and Future Prospects IEEE Access M. K. Saravana, M. S. Roopa, J. S. Arunalatha, K. R. Venugopal
2025	Risk-Aware Multi-Horizon Forecasting of Airport Departure Flow Using a Patch-Based Time-Series Transformer Aerospace Xiangzhi Zhou, Shanmei Li, Siqing Li