Advancing spatio-temporal storm surge prediction with hierarchical deep neural networks

Keyphrases

• Spatiotemporal 100%
• Storm Surge 100%
• Storm Surge Prediction 100%
• Hierarchical Deep Neural Network 100%
• Neural Network 42%
• Coastal Area 28%
• Low-dimensional Representation 28%
• Root Mean Square Error 14%
• Numerical Model 14%
• Deep Learning 14%
• Risk Assessment 14%
• Synthetic Data 14%
• Small Time Step 14%
• Neural Network Method 14%
• North America 14%
• Excellent Performance 14%
• Learning Process 14%
• Computational Cost 14%
• Mean Absolute Error 14%
• Wide Neural Network 14%
• Hurricanes 14%
• Time Prediction 14%
• Autoencoder 14%
• New Jersey 14%
• High-fidelity Simulation 14%
• Convolutional Autoencoder 14%
• North Atlantic 14%
• Coefficient of Determination 14%
• Prediction Error 14%
• Large Time Steps 14%
• New York 14%
• Error Accumulation 14%
• Coastal Research 14%
• Sequential Prediction 14%
• Prediction Assessment 14%
• Time Risk 14%

Engineering

• Deep Neural Network 100%
• Autoencoder 100%
• Root Mean Square Error 50%
• Deep Learning Method 50%
• Simulation Result 50%
• Numerical Model 50%
• Dimensionality 50%
• Mean Absolute Error 50%
• Computational Cost 50%
• Prediction Error 50%
• Step Prediction 50%