Smart City Digital Twins for Public Safety: A Deep Learning and Simulation Based Method for Dynamic Sensing and Decision-Making. - Xiyu Pan; Neda Mohammadi; John E. Taylor 001 (WSC, 2022)

ESSformer: Transformers with ESS Attention for Long-Term Series Forecasting. - Siyu Wu; Kai Xiong; Feiyang Yu; Xiyu Pan; Jianjun Li (ICANN (6), 2024)

Short-term Streamflow and Flood Forecasting based on Graph Convolutional Recurrent Neural Network and Residual Error Learning. - Xiyu Pan; Neda Mohammadi; John E. Taylor 001 (CoRR, 2024)

Research on HIFU diagnosis and treatment assistance system: Prediction and optimization of desmoid tumor treatment based on dynamic-static feature interaction parallel network. - Wenjing Liu; Peng Zhao; Zuozhou Pan; Lingying Wang; Yiming Ma; Xiyu Pan; Yuebing Wang; Xiaoye Hu; Hong Shen; Junsheng Jiao (Displays, 2025)