Xiaoran Zhuang

According to our database, Xiaoran Zhuang authored at least 8 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

IMPA-Net: Meteorology-Aware Multi-Scale Attention and Dynamic Loss for Extreme Convective Radar Nowcasting.

Haofei Cui, Guangxin He, Juanzhen Sun, Jingjia Luo, Haonan Chen, Xiaoran Zhuang, Mingxuan Chen, Xian Xiao

CoRR, April, 2026

2025

FuXi-Nowcast: Meet the longstanding challenge of convective initiation in nowcasting.

Lei Chen, Zijian Zhu, Xiaoran Zhuang, Tianyuan Qi, Yuxuan Feng, Xiaohui Zhong, Hao Li

CoRR, December, 2025

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

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., January, 2024

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

2023

LSTMAtU-Net: A Precipitation Nowcasting Model Based on ECSA Module.

Huantong Geng, Xiaoyan Ge, Boyang Xie, Jinzhong Min, Xiaoran Zhuang

Sensors, July, 2023

2022

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

2021

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