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I work at the intersection of hydrology, artificial intelligence, and impact-based forecasting. My research combines physical and data-driven approaches to better understand, predict, and communicate the impacts of hydrological extremes such as floods. My long-term vision is to develop human-centered forecasting systems that can forecast impacts through integrating machine learning, physical models, and social signals.
I work at the intersection of hydrology, artificial intelligence, and impact-based forecasting. My research combines physical and data-driven approaches to better understand, predict, and communicate the impacts of hydrological extremes such as floods. My long-term vision is to develop human-centered forecasting systems that can forecast impacts through integrating machine learning, physical models, and social signals.
Research Interests:
Research Interests:
Hydroclimatic Extremes
Natural Hazards
Exposure & Vulnerability
Impact Prediction
Machine Learning
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