Optimizing models for the prediction of one step ahead extreme flows to wastewater treatment plants using different synthetic sampling methods

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2025-09

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10.1016/j.jenvman.2025.126592

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Musaazi, Isaac G, Lu Liu, Andrew Shaw, Marta Zaniolo, Lauren B Stadler and Jeseth Delgado Vela (2025). Optimizing models for the prediction of one step ahead extreme flows to wastewater treatment plants using different synthetic sampling methods. Journal of Environmental Management, 392. pp. 126592–126592. 10.1016/j.jenvman.2025.126592 Retrieved from https://hdl.handle.net/10161/33039.

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Scholars@Duke

Zaniolo

Marta Zaniolo

Assistant Professor of Civil and Environmental Engineering

Marta Zaniolo joined Duke CEE as an assistant professor in January 2024. Her research addresses timely water sustainability challenges including how to ensure reliable and affordable access to water resources in the face of scarcity, competing demands, and a changing climate. She combines the fields of hydrology and water resources modeling with machine learning and data mining techniques to enable more informed decision-making about water use at scales large and small. Zaniolo holds a BS and MS degree in Environmental Engineering and a PhD in Information Technology earned in the Environmental Intelligence lab at Politecnico di Milano. Prior to joining Duke, she was a postdoctoral researcher in the CEE department at Stanford University.Learn more here: https://zeddlab.weebly.com/ 

Delgado Vela

Jeseth Delgado Vela

Assistant Professor of Civil and Environmental Engineering

Dr. Jeseth Delgado Vela joined Duke University as an Assistant Professor in August 2023. Her work focuses on leveraging environmental biotechnology to improve urban water infrastructure. She integrates molecular tools and modeling to understand how microbial community interactions and dynamics affect engineered water treatment systems. Dr. Delgado Vela earned a Ph.D. and M.S. in Environmental Engineering from the University of Michigan, and a B.S. in Civil Engineering from the University of Texas at Austin. Prior to joining Duke, she was an Assistant Professor in the Department of Civil and Environmental Engineering at Howard University. She was a recipient of the Ford Foundation Dissertation Award (2016), was named an Early Career Research Fellow by the Gulf Research Program (2022), and was awarded an NSF CAREER Award (2022).

An updated CV is available here: https://duke.box.com/v/jdv-cv-webversion


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