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 | 653 | 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 | 331 | 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 | 235 | 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 | 183 | 2014 |
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 | 173 | 2020 |
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 | 169 | 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 | 147 | 2016 |
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 | 139 | 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 | 127 | 2013 |
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 | 122 | 2016 |
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 | 121 | 2017 |
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 | 114 | 2018 |
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 | 106 | 2018 |
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 | 99 | 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 | 98 | 2013 |
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 | 86 | 2016 |
Balancing exploration, uncertainty and computational demands in many objective reservoir optimization JZ Salazar, PM Reed, JD Quinn, M Giuliani, A Castelletti Advances in Water Resources 109, 196-210, 2017 | 85 | 2017 |
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 | 85 | 2016 |
Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management A Cominola, M Giuliani, A Castelletti, DE Rosenberg, AM Abdallah Environmental Modelling & Software 102, 199-212, 2018 | 84 | 2018 |
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 | 81 | 2018 |