Yanan Guo

16 papers A* 1B 2Journal 9Unranked 4
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
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
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
2025 — conf
Solving Seismic Wave Propagation Using an Adaptive Collocation Point-Based Physics-Informed Neural Network.
ICIC (21)
Yanan Guo, Xiaoqun Cao, Mengge Zhou
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
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
Cloud Detection for Satellite Imagery Using Attention-Based U-Net Convolutional Neural Network.
Symmetry
Yanan Guo, Xiao-Qun Cao, Bainian Liu, Mei Gao
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
2020 J jnl
Variational Principles for Two Kinds of Coupled Nonlinear Equations in Shallow Water.
Symmetry
Xiao-Qun Cao, Yanan Guo, Shi-Cheng Hou, Cheng-Zhuo Zhang, Ke-Cheng Peng