COastal Response emulator & Adaptation Learning | Coastal Options for Resilience & Adaptation Learning
A machine learning framework for rapid evaluation of coastal flood response to bathymetric interventions under sea level rise.
CORAL develops ML surrogates for physics-based hydrodynamic models to:
- Correct systematic biases in storm surge predictions
- Emulate compound flooding response to infrastructure interventions
- Enable rapid exploration of coastal adaptation pathways
Coming soon...
Shiva Muruganandham - smurugan9@gatech.edu