Planning for water resources under uncertainty
Mission
Access to water is one of the most pressing issues of the 21st century. Climate change and societal demands are increasingly stressing available resources, exacerbating challenges of sustainability, resilience, and equity. Uncertainty about the future, as well as increasingly complex human systems, are major scientific problems that hinder decision making and planning for the future.
The Hadjimichael Research Group is committed to community-engaged and open science through computational modeling, artificial intelligence, and data analytics methods. Our science informs water resources planning and policy, and advances our understanding of how humans and environmental systems interact.
Research
Using simulation-based exploratory analysis, multi-objective optimization, and data analytics our research supports planning for socio-environmental systems under uncertainty and informs our understanding of their interactions and dynamics.
Water resources planning under uncertainty
This work focuses on the advancement and application of exploratory approaches to resilience assessment for water resources systems. Through the use of modeling, high-performance computing and visual analytics my research explores large ensembles of plausible futures for a system to better understand how stressors affect water resources and their users.
Understanding interactions and multi-sector dynamics
Water resources are tightly coupled with Earth systems, energy, food production, and human well-being. My work tries to illuminate how these systems interact with each other to shape risks, resilience and other objectives.
Data analytics for complex socio-environmental systems
Artificial intelligence methods, such as many-objective evolutionary optimization and machine learning, are used to explore and understand how human actions shape environmental systems and how climate and other stressors affect outcomes for humans and their precious resources.