Northeastern future tasks as of 12/8/25

[augustposch]

• 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