Neural Network Driven by Space-time Partial Differential Equation for Predicting Sea Surface Temperature. - Taikang Yuan; Junxing Zhu; Kaijun Ren; Wuxin Wang; Xiang Wang 015; Xiaoyong Li 002 (ICDM, 2022)

GSWR-DARN: GNSS-R Sea Surface Wind Speed Retrieval Based on Data Augmentation and Residual Network. - Zhenxiong Zhou; Boheng Duan; Kaijun Ren; Taikang Yuan (SMC, 2023)

A Space-Time Partial Differential Equation Based Physics-Guided Neural Network for Sea Surface Temperature Prediction. - Taikang Yuan; Junxing Zhu; Wuxin Wang; Jingze Lu; Xiang Wang 015; Xiaoyong Li 002; Kaijun Ren (Remote. Sens., 2023)

Phase-Space-Guided Deep Learning For Time Series Forecasting. - Jingze Lu; Kaijun Ren; Taikang Yuan; Wuxin Wang (ICASSP, 2024)

The Remote Effects of Typhoons on the Cold Filaments in the Southwestern South China Sea. - Zezheng Zhao; Shengmu Yang; Huipeng Wang; Taikang Yuan; Kaijun Ren (Remote. Sens., 2024)

XiChen: An observation-scalable fully AI-driven global weather forecasting system with 4D variational knowledge. - Wuxin Wang; Weicheng Ni; Lilan Huang; Tao Hao; Ben Fei; Shuo Ma; Taikang Yuan; Yanlai Zhao; Kefeng Deng; Xiaoyong Li 002; Boheng Duan; Lei Bai 001; et al. (CoRR, 2025)