Kecheng Peng

13 papers B 2Journal 7Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Enhancing Robustness of Variational Data Assimilation in Chaotic Systems: An α-4DVar Framework with Rényi Entropy and α-Generalized Gaussian Distributions.
Entropy
Yuchen Luo, Xiaoqun Cao, Kecheng Peng, Mengge Zhou, Yanan Guo
2024 J jnl
High-Resolution Remote Sensing of the Gradient Richardson Number in a Megacity Boundary Layer.
Remote. Sens.
Simin Yang, Yongjing Ma, Wenyu Zhang, Xinbing Ren, Kecheng Peng, Masroor Ahmad, Danjie Jia, Dandan Zhao, Lingbin Kong, Yining Ma, Jinyuan Xin
2024 J jnl
Validation of ERA5 Boundary Layer Meteorological Variables by Remote-Sensing Measurements in the Southeast China Mountains.
Remote. Sens.
Yiming Wei, Kecheng Peng, Yongjing Ma, Yankun Sun, Dandan Zhao, Xinbing Ren, Simin Yang, Masroor Ahmad, Xiaole Pan, Zifa Wang, Jinyuan Xin
2023 — conf
An Efficient Approximation Method Based on Enhanced Physics-Informed Neural Networks for Solving Localized Wave Solutions of PDEs.
ICANN (5)
Yanan Guo, Xiaoqun Cao, Kecheng Peng, Wei Dong, Wenlong Tian, Mengge Zhou
2023 B conf
Application of Improved Physics-Informed Deep Learning Based on Activation Function for Solving Nonlinear Soliton Equation.
IJCNN
Yanan Guo, Xiaoqun Cao, Kecheng Peng
2023 B conf
Learning Rogue Waves of Nonlinear Schrödinger Equation with Enhanced Physics-Informed Neural Networks Simulator.
SMC
Yanan Guo, Xiaoqun Cao, Wei Dong, Kecheng Peng, Wenlong Tian, Mengge Zhou
2023 — conf
Solving Localized Wave Solutions of the Nonlinear PDEs Using Physics-Constraint Deep Learning Method.
ICONIP (7)
Yanan Guo, Xiaoqun Cao, Mengge Zhou, Kecheng Peng, Wenlong Tian
2023 — conf
Surrogate Modeling for Soliton Wave of Nonlinear Partial Differential Equations via the Improved Physics-Informed Deep Learning.
ICIC (2)
Yanan Guo, Xiaoqun Cao, Kecheng Peng, Wenlong Tian, Mengge Zhou
2022 — conf
Position Error Correction for Satellite Precipitation Products Using Image Registration based on Unsupervised Learning.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Wenlong Tian, Xiaoqun Cao, Xiaoyong Li, Kecheng Peng
2022 J jnl
Technology for Position Correction of Satellite Precipitation and Contributions to Error Reduction - A Case of the '720' Rainstorm in Henan, China.
Sensors
Wenlong Tian, Xiaoqun Cao, Kecheng Peng
2021 J jnl
Ensemble Empirical Mode Decomposition with Adaptive Noise with Convolution Based Gated Recurrent Neural Network: A New Deep Learning Model for South Asian High Intensity Forecasting.
Symmetry
Kecheng Peng, Xiaoqun Cao, Bainian Liu, Yanan Guo, Wenlong Tian
2021 J jnl
Polar Vortex Multi-Day Intensity Prediction Relying on New Deep Learning Model: A Combined Convolution Neural Network with Long Short-Term Memory Based on Gaussian Smoothing Method.
Entropy
Kecheng Peng, Xiaoqun Cao, Bainian Liu, Yanan Guo, Chaohao Xiao, Wenlong Tian
2020 J jnl
El Niño Index Prediction Using Deep Learning with Ensemble Empirical Mode Decomposition.
Symmetry
Yanan Guo, Xiao-Qun Cao, Bainian Liu, Kecheng Peng