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Matteo Giuliani
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Evolutionary algorithms and other metaheuristics in water resources: current status, research challenges and future directions
HR Maier, Z Kapelan, J Kasprzyk, J Kollat, LS Matott, MC Cunha, ...
Environmental Modelling & Software 62, 271-299, 2014
5282014
Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review
A Cominola, M Giuliani, D Piga, A Castelletti, AE Rizzoli
Environmental Modelling & Software 72, 198-214, 2015
2492015
Curses, tradeoffs, and scalable management: Advancing evolutionary multiobjective direct policy search to improve water reservoir operations
M Giuliani, A Castelletti, F Pianosi, E Mason, PM Reed
Journal of Water Resources Planning and Management 142 (2), 04015050, 2016
1702016
Many‐objective reservoir policy identification and refinement to reduce policy inertia and myopia in water management
M Giuliani, JD Herman, A Castelletti, P Reed
Water Resources Research 50 (4), 3355-3377, 2014
1442014
A Hybrid Signature-based Iterative Disaggregation algorithm for Non-Intrusive Load Monitoring
A Cominola, M Giuliani, D Piga, A Castelletti, AE Rizzoli
Applied Energy 185, 331-344, 2017
1282017
Is robustness really robust? How different definitions of robustness impact decision-making under climate change
M Giuliani, A Castelletti
Climatic Change 135 (3-4), 409-424, 2016
1102016
Assessing the value of cooperation and information exchange in large water resources systems by agent‐based optimization
M Giuliani, A Castelletti
Water Resources Research 49 (7), 3912-3926, 2013
1062013
A diagnostic assessment of evolutionary algorithms for multi-objective surface water reservoir control
JZ Salazar, PM Reed, JD Herman, M Giuliani, A Castelletti
Advances in Water Resources 92, 172-185, 2016
992016
A bottom‐up approach to identifying the maximum operational adaptive capacity of water resource systems to a changing climate
S Culley, S Noble, A Yates, M Timbs, S Westra, HR Maier, M Giuliani, ...
Water Resources Research, 2016
842016
Rival framings: A framework for discovering how problem formulation uncertainties shape risk management trade‐offs in water resources systems
JD Quinn, PM Reed, M Giuliani, A Castelletti
Water Resources Research 53 (8), 7208-7233, 2017
812017
Sparse optimization for automated energy end use disaggregation
D Piga, A Cominola, M Giuliani, A Castelletti, AE Rizzoli
IEEE Transactions on Control Systems Technology 24 (3), 1044-1051, 2015
782015
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider
RA Stewart, K Nguyen, C Beal, H Zhang, O Sahin, E Bertone, AS Vieira, ...
Environmental Modelling & Software 105, 94-117, 2018
772018
Climate adaptation as a control problem: Review and perspectives on dynamic water resources planning under uncertainty
JD Herman, JD Quinn, S Steinschneider, M Giuliani, S Fletcher
Water Resources Research 56 (2), e24389, 2020
682020
Planning the Optimal Operation of a Multioutlet Water Reservoir with Water Quality and Quantity Targets
A Castelletti, H Yajima, M Giuliani, R Soncini-Sessa, E Weber
Journal of Water Resources Planning and Management 140 (4), 496-510, 2013
682013
Exploring how changing monsoonal dynamics and human pressures challenge multireservoir management for flood protection, hydropower production, and agricultural water supply
JD Quinn, PM Reed, M Giuliani, A Castelletti, JW Oyler, RE Nicholas
Water Resources Research 54 (7), 4638-4662, 2018
672018
Large storage operations under climate change: expanding uncertainties and evolving tradeoffs
M Giuliani, D Anghileri, A Castelletti, PN Vu, R Soncini-Sessa
Environmental Research Letters 11 (3), 035009, 2016
642016
Scalable multiobjective control for large-scale water resources systems under uncertainty
M Giuliani, JD Quinn, JD Herman, A Castelletti, PM Reed
IEEE Transactions on Control Systems Technology 26 (4), 1492-1499, 2018
592018
Making the most of data: An information selection and assessment framework to improve water systems operations
M Giuliani, F Pianosi, A Castelletti
Water Resources Research 51 (11), 9073-9093, 2015
582015
Informing the operations of water reservoirs over multiple temporal scales by direct use of hydro-meteorological data
S Denaro, D Anghileri, M Giuliani, A Castelletti
Advances in Water Resources 103, 51-63, 2017
572017
A coupled human‐natural systems analysis of irrigated agriculture under changing climate
M Giuliani, Y Li, A Castelletti, C Gandolfi
Water Resources Research 52 (9), 6928-6947, 2016
572016
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