Hongze Leng

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 12

Top Topics

Multilayer Perceptron

Data Assimilation

Top Venues

Publications

Hang Cao, Hongze Leng, Jun Zhao, Yanlai Zhao, Chengwu Zhao, Baoxu Li
A Deep-Learning-Based Error-Correction Method for Atmospheric Motion Vectors. Remote. Sens. 16 (9) (2024)
Yuyang Song, Yang He, Hongze Leng
Analysis of Atmospheric Elements in Near Space Based on Meteorological-Rocket Soundings over the East China Sea. Remote. Sens. 16 (2) (2024)
Dawei Li, Kefeng Deng, Di Zhang, Yudi Liu, Hongze Leng, Fukang Yin, Kaijun Ren, Junqiang Song
LPT-QPN: A Lightweight Physics-Informed Transformer for Quantitative Precipitation Nowcasting. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Renze Dong, Hongze Leng, Junqiang Song, Chengwu Zhao, Jincai Li, Yunjie Lan
A System For Hybrid 4DVar-EnKF Data Assimilation Based On Deep Learning. SMC (2022)
Renze Dong, Hongze Leng, Juan Zhao, Junqiang Song, Shutian Liang
A Framework for Four-Dimensional Variational Data Assimilation Based on Machine Learning. Entropy 24 (2) (2022)
Jinhui Yang, Juan Zhao, Junqiang Song, Jianping Wu, Chengwu Zhao, Hongze Leng
A Hybrid Method Using HAVOK Analysis and Machine Learning for Predicting Chaotic Time Series. Entropy 24 (3) (2022)
Tian Tian, Hongze Leng, Gongjie Wang, Guancheng Li, Junqiang Song, Jiang Zhu, Yuzhu An
Comparison of Machine Learning Approaches for Reconstructing Sea Subsurface Salinity Using Synthetic Data. Remote. Sens. 14 (22) (2022)
Shijian Lin, Qi Luo, Hongze Leng, Junqiang Song
Reconstructed Interpolating Differential Operator Method with Arbitrary Order of Accuracy for the Hyperbolic Equation. Axioms 10 (4) (2021)
Juan Zhao, Chengwu Zhao, Hongze Leng, Junqiang Song, Zhilin Wang
Exploring Assimilation Order to Improve Assimilation with Serial Ensemble Kalman Filter. J. Circuits Syst. Comput. 30 (4) (2021)
Lilan Huang, Hongze Leng, Xiaoyong Li, Kaijun Ren, Junqiang Song, Dongzi Wang
A Data-Driven Method for Hybrid Data Assimilation with Multilayer Perceptron. Big Data Res. 23 (2021)
Lilan Huang, Hongze Leng, Junqiang Song, Juan Zhao, Rui Chen, Dongzi Wang
A Hybrid 3DVar-EnKF Data Assimilation Approach Based on Multilayer Perceptron. IJCNN (2020)
Yi Yu, Xiaofeng Yang, Weimin Zhang, Boheng Duan, Xiaoqun Cao, Hongze Leng
Assimilation of Sentinel-1 Derived Sea Surface Winds for Typhoon Forecasting. Remote. Sens. 9 (8) (2017)
Hongze Leng, Junqiang Song, Fukang Yin, Xiaoqun Cao
Notes and correspondence on ensemble-based three-dimensional variational filters. J. Zhejiang Univ. Sci. C 14 (8) (2013)
Fukang Yin, Junqiang Song, Fengshun Lu, Hongze Leng
A Coupled Method of Laplace Transform and Legendre Wavelets for Lane-Emden-Type Differential Equations. J. Appl. Math. 2012 (2012)
Zheng Xie, Hongze Leng, Zhi Chen, Jun Zhang
Finding Arc and Vertex-Disjoint Paths in Networks. DASC (2009)
Hongze Leng, Meilian Liang, Junqiang Song, Zheng Xie, Jun Zhang
Routing on Shortest Pair of Disjoint Paths with Bandwidth Guaranteed. DASC (2009)