# π€ AI & ML Interests
TSU-WAVE leverages machine learning to enhance tsunami prediction and early warning capabilities. Current applications include:
- **Real-time parameter estimation** from DART buoy and tide gauge data
- **CHI forecasting** up to 6 hours ahead using LSTM networks
- **Anomaly detection** for early tsunami signal identification
- **BECF optimization** through learning from historical events
Future research directions include multi-modal data fusion (seismic + oceanic + satellite) and transformer-based models for wave propagation prediction.