Shanlun Xu
Biographic Data
| ID | 9439337 |
|---|---|
| NAME | Shanlun Xu |
| GIVEN NAMES | Shanlun |
| FAMILY NAME | Xu |
| SIGNATURE | XU S |
| AFFILIATIONS | Zhengzhou University |
| VERIFIED | No |
| TOTAL WORKS | 2 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 2 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2023 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Urban Flood Prediction Model Based on Explainable Deep Learning and Attention Mechanism
Deep learning models are widely used for urban flood prediction, but current research lacks a clear explanation of how indicator weight changes affect model accuracy. This study incorporated the attention mechanism between the convolutional and fully connected layers of the convolutional neural network (CNN) to enable the model to focus on critical flood-inducing factors, and employed the particle swarm optimization (PSO) to optimize the key hype…
Rapid prediction of urban flood based on disaster-breeding environment clustering and Bayesian optimized deep learning model in the coastal city
No prominent works on this page.
Rapid prediction of urban flood based on disaster-breeding environment clustering and Bayesian optimized deep learning model in the coastal city
Urban Flood Prediction Model Based on Explainable Deep Learning and Attention Mechanism
Deep learning models are widely used for urban flood prediction, but current research lacks a clear explanation of how indicator weight changes affect model accuracy. This study incorporated the attention mechanism between the convolutional and fully connected layers of the convolutional neural network (CNN) to enable the model to focus on critical flood-inducing factors, and employed the particle swarm optimization (PSO) to optimize the key hype…
Flood myth (2 works) · Flood Risk Assessment and Management (2 works) · Hydrological Forecasting Using AI (2 works) · Hyperparameter (2 works) · Advanced Technologies in Various Fields (1 work) · Artificial Intelligence (1 work) · Cluster analysis (1 work) · Computer Science (1 work) · Convolutional neural network (1 work) · Data mining (1 work)