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Ph.D. Marta Zaniolo

Duke University · Civil Engineering
control Water resources planning management drought modeling flexible climate change adaptation conceptual data-driven systems modeling reinforcement learning for water systems

About
Regular biography

Marta Zaniolo, Ph.D., is an Assistant Professor of Civil and Environmental Engineering at Duke University. Her research focuses on water resources planning and management, drought modeling and control, flexible climate change adaptation, conceptual and data-driven systems modeling, reinforcement learning for water systems, and multi-objective control. She joined Duke CEE as an assistant professor in January 2024. Zaniolo holds a BS and MS in Environmental Engineering and a PhD in Information Technology from Politecnico di Milano. Prior to joining Duke, she was a postdoctoral researcher in the CEE department at Stanford University. Her work combines hydrology and water resources modeling with machine learning and data mining techniques to support informed decision-making about water use.


Scholar profile summary
Scholar-generated biography

Marta Zaniolo is an assistant professor at Duke University specializing in water resources management. Her research focuses on integrating artificial intelligence and data-driven methods to enhance climate system understanding and improve water infrastructure planning. She explores topics such as seasonal forecasting, reservoir operations, drought management, and sustainable hydropower development. Her work emphasizes the use of advanced modeling techniques, policy representation learning, and multi-objective optimization to address socio-ecological tradeoffs in water systems. Zaniolo also investigates the impacts of climate change on water supply augmentation and the role of flexible planning in mitigating drought risks. Her research contributes to the development of robust and sustainable water management strategies through interdisciplinary approaches.

Source: google_scholar · 109 words
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