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)

LGB-PHY: An Evaporation Duct Height Prediction Model Based on Physically Constrained LightGBM Algorithm. - Xingyu Chai; Jincai Li; Jun Zhao; Wuxin Wang; Xiaofeng Zhao (Remote. Sens., 2022)

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)

Monitoring of Tropical Cyclones at Enhanced Resolution. - Weicheng Ni; Ad Stoffelen; Kaijun Ren; Jur Vogelzang; Yanlai Zhao; Wuxin Wang (IGARSS, 2024)

DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation. - Wuxin Wang; Weicheng Ni; Tao Han 002; Lei Bai 001; Boheng Duan; Kaijun Ren (CoRR, 2024)

A Novel Generative Adversarial Network Based on Gaussian-Perceptual for Downscaling Precipitation. - Qingguo Su; Xinjie Shi; Wuxin Wang; Di Zhang; Kefeng Deng; Kaijun Ren (IEEE Geosci. Remote. Sens. Lett., 2024)

TCNet: Triple Collocation-Based Network for Ocean Surface Wind Speed Retrieval on CYGNSS. - Xinjie Shi; Qingguo Su; Wuxin Wang; Weicheng Ni; Boheng Duan; Kaijun Ren (IEEE Trans. Geosci. Remote. Sens., 2024)

Enhanced Tropical Cyclone ASCAT Winds Guided by SAR-Learned Spatial Structure Functions. - Weicheng Ni; Ad Stoffelen; Kaijun Ren; Jur Vogelzang; Yanlai Zhao; Xiaofeng Yang 002; Wuxin Wang (IEEE Trans. Geosci. Remote. Sens., 2025)

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)