Hongze Leng

According to our database, Hongze Leng authored at least 24 papers between 2009 and 2026.

Collaborative distances:

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

2026

PGMNO: A physics-Guided mamba neural operator framework for partial differential equations.

Yanan Guo, Junqiang Song, Xiaoqun Cao, Chuanfeng Zhao, Fukang Yin, Hongze Leng

Neural Networks, 2026

A Novel Conditional Diffusion-Based Framework for Advanced Reconstruction of Cloud Vertical Structure.

Yanan Guo, Junqiang Song, Chuanfeng Zhao, Xiaoqun Cao, Hongze Leng, Yikun Yang

IEEE Geosci. Remote. Sens. Lett., 2026

A Physics-Guided Hierarchical Transformer Framework for Sea Surface Temperature Forecasting and Marine Heatwave Detection.

Yanan Guo, Junqiang Song, Xiaoqun Cao, Hongze Leng

IEEE Geosci. Remote. Sens. Lett., 2026

Review on deep learning quantitative precipitation nowcasting: Advances and challenges.

Dawei Li, Jingnan Wang, Kefeng Deng, Di Zhang, Chengwu Zhao, Hongze Leng, Yingfang Wen, Yudi Liu, Kaijun Ren, Junqiang Song

Expert Syst. Appl., 2026

2025

DRL-EnVar: an adaptive hybrid ensemble-variational data assimilation method based on deep reinforcement learning.

Lilan Huang, Hongze Leng, Junqiang Song, Dongzi Wang, Wuxin Wang, Ruisheng Hu, Hang Cao

Frontiers Inf. Technol. Electron. Eng., December, 2025

Precipitation Nowcasting Diffusion Model Based on Fluid Dynamics and Multisource Data.

Dawei Li, Kefeng Deng, Di Zhang, Hongze Leng, Yudi Liu, Kaijun Ren, Junqiang Song

IEEE Trans. Geosci. Remote. Sens., 2025

Data-Driven Super-Resolution Reconstruction of Quasi-Geostrophic Turbulence Via Enhanced Diffusion Model and Fourier Neural Operator.

Yanan Guo, Junqiang Song, Xiaoqun Cao, Hongze Leng

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Exploration of Deep-Learning-Based Error-Correction Methods for Meteorological Remote-Sensing Data: A Case Study of Atmospheric Motion Vectors.

Hang Cao, Hongze Leng, Jun Zhao, Xiaodong Xu, Jinhui Yang, Baoxu Li, Yong Zhou, Lilan Huang

Remote. Sens., September, 2024

A Deep-Learning-Based Error-Correction Method for Atmospheric Motion Vectors.

Hang Cao, Hongze Leng, Jun Zhao, Yanlai Zhao, Chengwu Zhao, Baoxu Li

Remote. Sens., May, 2024

Analysis of Atmospheric Elements in Near Space Based on Meteorological-Rocket Soundings over the East China Sea.

Yuyang Song, Yang He, Hongze Leng

Remote. Sens., January, 2024

2023

LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting.

Dawei Li, Kefeng Deng, Di Zhang, Yudi Liu, Hongze Leng, Fukang Yin, Kaijun Ren, Junqiang Song

IEEE Trans. Geosci. Remote. Sens., 2023

2022

Comparison of Machine Learning Approaches for Reconstructing Sea Subsurface Salinity Using Synthetic Data.

Tian Tian, Hongze Leng, Gongjie Wang, Guancheng Li, Junqiang Song, Jiang Zhu, Yuzhu An

Remote. Sens., 2022

A Hybrid Method Using HAVOK Analysis and Machine Learning for Predicting Chaotic Time Series.

Jinhui Yang, Juan Zhao, Junqiang Song, Jianping Wu, Chengwu Zhao, Hongze Leng

Entropy, 2022

A Framework for Four-Dimensional Variational Data Assimilation Based on Machine Learning.

Renze Dong, Hongze Leng, Juan Zhao, Junqiang Song, Shutian Liang

Entropy, 2022

A System For Hybrid 4DVar-EnKF Data Assimilation Based On Deep Learning.

Renze Dong, Hongze Leng, Junqiang Song, Chengwu Zhao, Jincai Li, Yunjie Lan

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022

2021

Exploring Assimilation Order to Improve Assimilation with Serial Ensemble Kalman Filter.

Juan Zhao, Chengwu Zhao, Hongze Leng, Junqiang Song, Zhilin Wang

J. Circuits Syst. Comput., 2021

A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron.

Lilan Huang, Hongze Leng, Xiaoyong Li, Kaijun Ren, Junqiang Song, Dongzi Wang

Big Data Res., 2021

Reconstructed Interpolating Differential Operator Method with Arbitrary Order of Accuracy for the Hyperbolic Equation.

Shijian Lin, Qi Luo, Hongze Leng, Junqiang Song

Axioms, 2021

2020

A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron.

Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

2017

Assimilation of Sentinel-1 Derived Sea Surface Winds for Typhoon Forecasting.

Yi Yu, Xiaofeng Yang, Weimin Zhang, Boheng Duan, Xiaoqun Cao, Hongze Leng

Remote. Sens., 2017

2013

Notes and correspondence on ensemble-based three-dimensional variational filters.

Hongze Leng, Junqiang Song, Fukang Yin, Xiaoqun Cao

J. Zhejiang Univ. Sci. C, 2013

2012

A Coupled Method of Laplace Transform and Legendre Wavelets for Lane-Emden-Type Differential Equations.

Fukang Yin, Junqiang Song, Fengshun Lu, Hongze Leng

J. Appl. Math., 2012

2009

Finding Arc and Vertex-Disjoint Paths in Networks.

Zheng Xie, Hongze Leng, Zhi Chen, Jun Zhang

Proceedings of the Eighth IEEE International Conference on Dependable, 2009

Routing on Shortest Pair of Disjoint Paths with Bandwidth Guaranteed.

Hongze Leng, Meilian Liang, Junqiang Song, Zheng Xie, Jun Zhang

Proceedings of the Eighth IEEE International Conference on Dependable, 2009