Wuxin Wang

11 papers A* 1C 1Misc 1Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
DRL-EnVar: an adaptive hybrid ensemble-variational data assimilation method based on deep reinforcement learning.
Frontiers Inf. Technol. Electron. Eng.
Lilan Huang, Hongze Leng, Junqiang Song, Dongzi Wang, Wuxin Wang, Ruisheng Hu, Hang Cao
2025 J jnl
Enhanced Tropical Cyclone ASCAT Winds Guided by SAR-Learned Spatial Structure Functions.
IEEE Trans. Geosci. Remote. Sens.
Weicheng Ni, Ad Stoffelen, Kaijun Ren, Jur Vogelzang, Yanlai Zhao, Xiaofeng Yang, Wuxin Wang
2025 J jnl
XiChen: An observation-scalable fully AI-driven global weather forecasting system with 4D variational knowledge.
CoRR
Wuxin Wang, Weicheng Ni, Lilan Huang, Tao Hao, Ben Fei, Shuo Ma, Taikang Yuan, Yanlai Zhao, Kefeng Deng, Xiaoyong Li, Boheng Duan, Lei Bai, Kaijun Ren
2024 J jnl
A Novel Generative Adversarial Network Based on Gaussian-Perceptual for Downscaling Precipitation.
IEEE Geosci. Remote. Sens. Lett.
Qingguo Su, Xinjie Shi, Wuxin Wang, Di Zhang, Kefeng Deng, Kaijun Ren
2024 J jnl
DABench: A Benchmark Dataset for Data-Driven Weather Data Assimilation.
CoRR
Wuxin Wang, Weicheng Ni, Tao Han, Lei Bai, Boheng Duan, Kaijun Ren
2024 C conf
Monitoring of Tropical Cyclones at Enhanced Resolution.
IGARSS
Weicheng Ni, Ad Stoffelen, Kaijun Ren, Jur Vogelzang, Yanlai Zhao, Wuxin Wang
2024 Misc conf
Phase-Space-Guided Deep Learning For Time Series Forecasting.
ICASSP
Jingze Lu, Kaijun Ren, Taikang Yuan, Wuxin Wang
2024 J jnl
TCNet: Triple Collocation-Based Network for Ocean Surface Wind Speed Retrieval on CYGNSS.
IEEE Trans. Geosci. Remote. Sens.
Xinjie Shi, Qingguo Su, Wuxin Wang, Weicheng Ni, Boheng Duan, Kaijun Ren
2023 J jnl
A Space-Time Partial Differential Equation Based Physics-Guided Neural Network for Sea Surface Temperature Prediction.
Remote. Sens.
Taikang Yuan, Junxing Zhu, Wuxin Wang, Jingze Lu, Xiang Wang, Xiaoyong Li, Kaijun Ren
2022 J jnl
LGB-PHY: An Evaporation Duct Height Prediction Model Based on Physically Constrained LightGBM Algorithm.
Remote. Sens.
Xingyu Chai, Jincai Li, Jun Zhao, Wuxin Wang, Xiaofeng Zhao
2022 A* conf
Neural Network Driven by Space-time Partial Differential Equation for Predicting Sea Surface Temperature.
ICDM
Taikang Yuan, Junxing Zhu, Kaijun Ren, Wuxin Wang, Xiang Wang, Xiaoyong Li