Bridging the Gap: Enhancing Storm Surge Prediction and Decision Support with Bidirectional Attention-Based LSTM

Engineering

• Machine Learning Algorithm 100%
• Practical Significance 100%
• Complex Model 100%
• Ideal Solution 100%
• Physical Method 100%
• Bridging 100%
• Learning System 100%
• Nonlinearity 100%

Computer Science

• Long Short-Term Memory Network 100%
• Decision Support System 100%
• Prediction Accuracy 60%
• Attention (Machine Learning) 40%
• Prediction Model 20%
• Term Dependency 20%
• Machine Learning Algorithm 20%
• Temporal Dynamic 20%
• Disaster Risk Reduction 20%
• Risk Management 20%
• Practical Significance 20%
• Management Tool 20%
• Predictive Performance 20%
• Machine Learning 20%
• Learning System 20%