Northeastern future tasks as of 12/8/25 #12
Description
- Simulate more rivers covering the Boston subway system to fully simulate its resilience
- Hourly hydrologic models to remove the hydrograph assumption
- Integrate new architectures for AI downscaler
- Integrate LOCA as reference comparison for downscaling
- Implement AI emulator for hydrodynamic model (adapting Taysi et al. 2024)
- Extend POC to Mystic River to cover MBTA subway
- Generalize end-to-end process to other cities (downscaling, flood modeling, urban rail network simulation)
- Automatable data downloads
- Automatable data processing for simulations
- Uncertainty quantification