Reference: http://dx.doi.org/10.13140/RG.2.2.36680.49929
Research Objectives of the CRisES team @ ESSG:
- Plan sustainable mitigation and adaptation strategies
- Quantify climate risk for natural hazards and extremes
- Build dynamic observatories to map key variables in the changing climate
Projects:
- Preparing for a World of Extremes (MIT Climate Grand Challenges Project): Physics, Statistics, and Machine Learning for
- Flood Models: New particle approaches integrated flood modeling from coastal to infrastructure.
- Flood Risk in a changing climate: coastal, fluival, and pluvial at 100m scale and above.
- Downscaling, Uncertainty Quantification, Surrogate Modeling, Nowcasting, Parameterization, and Decision Problems
- Synthetic Extra-tropical Storm models
- CREWSNET: Climate Resilience Early Warning System Network (MIT Climate Grand Challenges flagship project)
- Tropical Cyclone-induced Hazard in Bangladesh: Wind, Surge & Waves (with Tides and SLR), Rain, Inundation, Salinity and Sedimentation
- Cascading Effects: Monsoons, Heat Stress and Cyclones
- Adaption Strategies: Cyclones and Agriculture, Cyclones and Coastal Resilience
- FLOOD LOSS RISK (Liberty Mutual Quest for Intelligence project)
- AIML for Downscaling Precipitation, Surrogate Flood Modeling, and Flood Loss Risk Modeling (severity and frequency).
- STRATORO
- Intersecting with the CAOS theme, we are developing an autonomous lightweight stratospheric observatory