Hongze Leng

24 papers A* 1B 2C 2Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Novel Conditional Diffusion-Based Framework for Advanced Reconstruction of Cloud Vertical Structure.
IEEE Geosci. Remote. Sens. Lett.
Yanan Guo, Junqiang Song, Chuanfeng Zhao, Xiaoqun Cao, Hongze Leng, Yikun Yang
2026 J jnl
A Physics-Guided Hierarchical Transformer Framework for Sea Surface Temperature Forecasting and Marine Heatwave Detection.
IEEE Geosci. Remote. Sens. Lett.
Yanan Guo, Junqiang Song, Xiaoqun Cao, Hongze Leng
2026 J jnl
PGMNO: A physics-Guided mamba neural operator framework for partial differential equations.
Neural Networks
Yanan Guo, Junqiang Song, Xiaoqun Cao, Chuanfeng Zhao, Fukang Yin, Hongze Leng
2026 J jnl
Review on deep learning quantitative precipitation nowcasting: Advances and challenges.
Expert Syst. Appl.
Dawei Li, Jingnan Wang, Kefeng Deng, Di Zhang, Chengwu Zhao, Hongze Leng, Yingfang Wen, Yudi Liu, Kaijun Ren, Junqiang Song
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 A* conf
Data-Driven Super-Resolution Reconstruction of Quasi-Geostrophic Turbulence Via Enhanced Diffusion Model and Fourier Neural Operator.
ICDM
Yanan Guo, Junqiang Song, Xiaoqun Cao, Hongze Leng
2025 J jnl
Precipitation Nowcasting Diffusion Model Based on Fluid Dynamics and Multisource Data.
IEEE Trans. Geosci. Remote. Sens.
Dawei Li, Kefeng Deng, Di Zhang, Hongze Leng, Yudi Liu, Kaijun Ren, Junqiang Song
2024 J jnl
A Deep-Learning-Based Error-Correction Method for Atmospheric Motion Vectors.
Remote. Sens.
Hang Cao, Hongze Leng, Jun Zhao, Yanlai Zhao, Chengwu Zhao, Baoxu Li
2024 J jnl
Analysis of Atmospheric Elements in Near Space Based on Meteorological-Rocket Soundings over the East China Sea.
Remote. Sens.
Yuyang Song, Yang He, Hongze Leng
2024 J jnl
Exploration of Deep-Learning-Based Error-Correction Methods for Meteorological Remote-Sensing Data: A Case Study of Atmospheric Motion Vectors.
Remote. Sens.
Hang Cao, Hongze Leng, Jun Zhao, Xiaodong Xu, Jinhui Yang, Baoxu Li, Yong Zhou, Lilan Huang
2023 J jnl
LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting.
IEEE Trans. Geosci. Remote. Sens.
Dawei Li, Kefeng Deng, Di Zhang, Yudi Liu, Hongze Leng, Fukang Yin, Kaijun Ren, Junqiang Song
2022 J jnl
A Framework for Four-Dimensional Variational Data Assimilation Based on Machine Learning.
Entropy
Renze Dong, Hongze Leng, Juan Zhao, Junqiang Song, Shutian Liang
2022 J jnl
A Hybrid Method Using HAVOK Analysis and Machine Learning for Predicting Chaotic Time Series.
Entropy
Jinhui Yang, Juan Zhao, Junqiang Song, Jianping Wu, Chengwu Zhao, Hongze Leng
2022 B conf
A System For Hybrid 4DVar-EnKF Data Assimilation Based On Deep Learning.
SMC
Renze Dong, Hongze Leng, Junqiang Song, Chengwu Zhao, Jincai Li, Yunjie Lan
2022 J jnl
Comparison of Machine Learning Approaches for Reconstructing Sea Subsurface Salinity Using Synthetic Data.
Remote. Sens.
Tian Tian, Hongze Leng, Gongjie Wang, Guancheng Li, Junqiang Song, Jiang Zhu, Yuzhu An
2021 J jnl
A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron.
Big Data Res.
Lilan Huang, Hongze Leng, Xiaoyong Li, Kaijun Ren, Junqiang Song, Dongzi Wang
2021 J jnl
Exploring Assimilation Order to Improve Assimilation with Serial Ensemble Kalman Filter.
J. Circuits Syst. Comput.
Juan Zhao, Chengwu Zhao, Hongze Leng, Junqiang Song, Zhilin Wang
2021 J jnl
Reconstructed Interpolating Differential Operator Method with Arbitrary Order of Accuracy for the Hyperbolic Equation.
Axioms
Shijian Lin, Qi Luo, Hongze Leng, Junqiang Song
2020 B conf
A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron.
IJCNN
Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang
2017 J jnl
Assimilation of Sentinel-1 Derived Sea Surface Winds for Typhoon Forecasting.
Remote. Sens.
Yi Yu, Xiaofeng Yang, Weimin Zhang, Boheng Duan, Xiaoqun Cao, Hongze Leng
2013 J jnl
Notes and correspondence on ensemble-based three-dimensional variational filters.
J. Zhejiang Univ. Sci. C
Hongze Leng, Junqiang Song, Fukang Yin, Xiaoqun Cao
2012 J jnl
A Coupled Method of Laplace Transform and Legendre Wavelets for Lane-Emden-Type Differential Equations.
J. Appl. Math.
Fukang Yin, Junqiang Song, Fengshun Lu, Hongze Leng
2009 C conf
Finding Arc and Vertex-Disjoint Paths in Networks.
DASC
Zheng Xie, Hongze Leng, Zhi Chen, Jun Zhang
2009 C conf
Routing on Shortest Pair of Disjoint Paths with Bandwidth Guaranteed.
DASC
Hongze Leng, Meilian Liang, Junqiang Song, Zheng Xie, Jun Zhang