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
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
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
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
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
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
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
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
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
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
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
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
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
Multiagent systems and distributed constraint reasoning for regulatory mechanism design in water management
M Giuliani, A Castelletti, F Amigoni, X Cai
Journal of Water Resources Planning and Management 141 (4), 04014068, 2015
A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem
M Giuliani, S Galelli, R Soncini-Sessa
Environmental Modelling & Software 57, 101-114, 2014
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
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
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
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
Segmentation analysis of residential water-electricity demand for customized demand-side management programs
A Cominola, ES Spang, M Giuliani, A Castelletti, JR Lund, FJ Loge
Journal of Cleaner Production 172, 1607-1619, 2018
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