Evaluation of the Simulation of Typhoon Lekima (2019) Based on Different Physical Parameterization Schemes and FY-3D Satellite's MWHS-2 Data Assimilation. - Dongmei Xu; Xuewei Zhang; Hong Li; Haiying Wu; Feifei Shen; Aiqing Shu; Yi Wang; Xiaoran Zhuang (Remote. Sens., 2021)

AF-SRNet: Quantitative Precipitation Forecasting Model Based on Attention Fusion Mechanism and Residual Spatiotemporal Feature Extraction. - Liangchao Geng; Huantong Geng; Jinzhong Min; Xiaoran Zhuang; Yu Zheng (Remote. Sens., 2022)

LSTMAtU-Net: A Precipitation Nowcasting Model Based on ECSA Module. - Huantong Geng; Xiaoyan Ge; Boyang Xie; Jinzhong Min; Xiaoran Zhuang (Sensors, 2023)

Compressing high-resolution data through latent representation encoding for downscaling large-scale AI weather forecast model. - Qian Liu; Bing Gong; Xiaoran Zhuang; Xiaohui Zhong; Zhiming Kang; Hao Li (CoRR, 2024)

The MS-RadarFormer: A Transformer-Based Multi-Scale Deep Learning Model for Radar Echo Extrapolation. - Huantong Geng; Fangli Wu; Xiaoran Zhuang; Liangchao Geng; Boyang Xie; Zhanpeng Shi (Remote. Sens., 2024)

Forecastformer: Spatiotemporal Decoupled Transformer and Diffusion Models for Severe Convective Storm Nowcasting. - Liangchao Geng; Jinzhong Min; Huantong Geng; Xiaoran Zhuang (IEEE Trans. Geosci. Remote. Sens., 2025)