Mengge Zhou

According to our database, Mengge Zhou authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2025

Solving Seismic Wave Propagation Using an Adaptive Collocation Point-Based Physics-Informed Neural Network.

Yanan Guo, Xiaoqun Cao, Mengge Zhou

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

2024

Digital Mapping and Scenario Prediction of Soil Salinity in Coastal Lands Based on Multi-Source Data Combined with Machine Learning Algorithms.

Mengge Zhou, Yonghua Li

Remote. Sens., July, 2024

2023

Learning Rogue Waves of Nonlinear Schrödinger Equation with Enhanced Physics-Informed Neural Networks Simulator.

Yanan Guo, Xiaoqun Cao, Wei Dong, Kecheng Peng, Wenlong Tian, Mengge Zhou

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

Solving Localized Wave Solutions of the Nonlinear PDEs Using Physics-Constraint Deep Learning Method.

Yanan Guo, Xiaoqun Cao, Mengge Zhou, Kecheng Peng, Wenlong Tian

Proceedings of the Neural Information Processing - 30th International Conference, 2023

Surrogate Modeling for Soliton Wave of Nonlinear Partial Differential Equations via the Improved Physics-Informed Deep Learning.

Yanan Guo, Xiaoqun Cao, Kecheng Peng, Wenlong Tian, Mengge Zhou

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

An Efficient Approximation Method Based on Enhanced Physics-Informed Neural Networks for Solving Localized Wave Solutions of PDEs.

Yanan Guo, Xiaoqun Cao, Kecheng Peng, Wei Dong, Wenlong Tian, Mengge Zhou

Proceedings of the Artificial Neural Networks and Machine Learning, 2023