Sfoglia per Autore
Reinforcement Learning of Multi‐Timescale Forecast Information for Designing Operating Policies of Multi‐Purpose Reservoirs
2025-01-01 Zanutto, D.; Ficchì, A.; Giuliani, M.; Castelletti, A.
Exploring the Climate Puzzle: A Surprising Twist in Fighting Climate Change
2024-01-01 Giuliani, Matteo; Castelletti, Andrea
From multi-decadal energy planning to hourly power dispatch: evaluating the reliability of energy projections in the Southern African Power Pool
2024-01-01 Leoni, A.; Stevanato, N.; Carlino, A.; Giuliani, M.; Castelletti, A.
A Multi-dimensional Safe Operating Space Evaluation Framework for Regional Water Resources Systems
2024-01-01 Xia, Wei; Giuliani, Matteo; Politti, Emilio; Macian-Sorribes, Hector; RICART CASADEVALL, Sandra; Arias-Lopez, Sebastian; Kahil, Taher; Pulido-Velázquez, Manuel; Castelletti, Andrea
Impact of socio-economic and climatic scenarios on power trade vulnerability in Africa
2024-01-01 Bonserio, T.; Carlino, A.; Giuliani, M.; Castelletti, A.
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
2024-01-01 Salcedo-Sanz, Sancho; Pérez-Aracil, Jorge; Ascenso, Guido; Del Ser, Javier; Casillas-Pérez, David; Kadow, Christopher; Fister, Dušan; Barriopedro, David; García-Herrera, Ricardo; Giuliani, Matteo; Castelletti, Andrea
Floating photovoltaics may reduce the risk of hydro-dominated energy development in Africa
2024-01-01 Arnold, Wyatt; Giuliani, Matteo; Castelletti, Andrea
Assessing the Effect of Droughts on Complex Multi-sector Water Systems
2024-01-01 Sangiorgio, Matteo; Zaniolo, Marta; Giuliani, Matteo; Castelletti, Andrea
Constructing a Social Media-Based Index to Capture the Socio-Economic Impacts of Droughts
2024-01-01 Wang, Jingxian; Pernici, Barbara; Giuliani, Matteo; Castelletti, Andrea
Advancing drought detection and management using ML enhanced impact-based drought indexes
2024-01-01 Merlo, M.; Giuliani, M.; Du, Y.; Pechlivanidis, I.; Castelletti, A.
Long-term temperature prediction with hybrid autoencoder algorithms
2024-01-01 Pérez-Aracil, J.; Fister, D.; Marina, C. M.; Peláez-Rodríguez, C.; Cornejo-Bueno, L.; Gutiérrez, P. A.; Giuliani, M.; Castelletti, A.; Salcedo-Sanz, S.
Average domination: A new multi-objective value metric applied to assess the benefits of forecasts in reservoir operations under different flood design levels
2024-01-01 Quinn, Julianne D.; Reed, Patrick M.; Giuliani, Matteo; Castelletti, Andrea
Dam Reoperation to Mitigate Changing Climate Extremes in the Omo River Basin, Ethiopia
2024-01-01 Jordan, Sarah M.; Quinn, Julianne D.; Zaniolo, Marta; Giuliani, Matteo; Castelletti, Andrea
Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems
2024-01-01 Giuliani, Matteo; Castelletti, Andrea
Downscaling, bias correction, and spatial adjustment of extreme tropical cyclone rainfall in ERA5 using deep learning
2024-01-01 Ascenso, Guido; Ficchì, Andrea; Giuliani, Matteo; Scoccimarro, Enrico; Castelletti, Andrea
Political instability influence on hydropower planning in Africa: a continental scale analysis
2023-01-01 Bonserio, T.; Carlino, A.; Giuliani, M.; Castelletti, A.
Machine-learning enhanced forecast of tropical cyclone rainfall for anticipatory humanitarian action
2023-01-01 Ficchi', Andrea; Ascenso, Guido; Giuliani, Matteo; Scoccimarro, Enrico; Magnusson, Linus; Emerton, Rebecca; Stephens, Elisabeth; Castelletti, Andrea
How effectively (or not) can science and research be turned into adopted solutions and policies?
2023-01-01 Matta, Elena; Cominola, Andrea; Laspidou, Chrysi; Corchero Rodriguez, Aitor; Micotti, Marco; Pulido Velázquez, Manuel; Giuliani, Matteo; Castelletti, ANDREA FRANCESCO
Tropical Cyclone Genesis Potential Indices in a New High‐Resolution Climate Models Ensemble: Limitations and Way Forward
2023-01-01 Cavicchia, L.; Scoccimarro, E.; Ascenso, G.; Castelletti, A.; Giuliani, M.; Gualdi, S.
Model Predictive Control of water resources systems: A review and research agenda
2023-01-01 Castelletti, Andrea; Ficchì, Andrea; Cominola, Andrea; Segovia, Pablo; Giuliani, Matteo; Wu, Wenyan; Lucia, Sergio; Ocampo-Martinez, Carlos; De Schutter, Bart; Maestre, José María
Closing the loop between water supply and demand in the Nile River Basin under global change
2023-01-01 Piuri, Veronica; Matta, Elena; Yang, Guang; Giuliani, Matteo; Papagiannis, George; Yannacopoulos, Athanasios; Sardo, Martina; Chiarelli, Davide Danilo; Rulli, Maria Cristina; Kondouri, Phoebe; Castelletti, Andrea
Valuing the Codesign of Streamflow Forecast and Reservoir Operation Models
2023-01-01 Yang, Guang; Giuliani, Matteo; Galelli, Stefano
Multi-objective optimal design of interbasin water transfers: The Tagus-Segura aqueduct (Spain)
2023-01-01 Valerio, C.; Giuliani, M.; Castelletti, A.; Garrido, A.; De Stefano, L.
Declining cost of renewables and climate change curb the need for African hydropower expansion
2023-01-01 Carlino, Angelo; Wildemeersch, Matthias; Chawanda, Celray James; Giuliani, Matteo; Sterl, Sebastian; Thiery, Wim; van Griensven, Ann; Castelletti, Andrea
Seasonal forecast-informed reservoir operation. Potential benefits for a water-stressed Mediterranean basin
2023-01-01 Crippa, Nicola; Grillakis, Manolis G.; Tsilimigkras, Athanasios; Yang, Guang; Giuliani, Matteo; Koutroulis, Aristeidis G.
Operations Eclipse Sequencing in Multipurpose Dam Planning
2023-01-01 Arnold, Wyatt; Salazar, Jazmin Z.; Carlino, Angelo; Giuliani, Matteo; Castelletti, Andrea
Operationalizing equity in multipurpose water systems
2023-01-01 Yang, G; Giuliani, M; Castelletti, A
Exploring the potential of desalination and aquaponics in the integrated management of arid river basins: the case of the Nile River basin
2022-01-01 Piuri, Veronica; Yang, Guang; Giuliani, Matteo
Unintended consequences of climate change mitigation for African river basins
2022-01-01 Giuliani, M.; Lamontagne, J.; Hejazi, M. I.; Reed, P. M.; Castelletti, A.
Advancing the operation of multipurpose water reservoirs with multi-timescale forecasts: Application to Lake Como
2022-01-01 Ficchi', A.; Castelletti, A.; Giuliani, M.; Zanutto, D.
Hydropower capacity expansion in the African continent under different socio-economic and climate policy scenarios
2022-01-01 Carlino, Angelo; Wildemeersch, Matthias; Giuliani, Matteo; Castelletti, Andrea
Multi-Objective Robust Planning Tools
2022-01-01 Zatarain Salazar, Jazmin; Castelletti, Andrea; Giuliani, Matteo
Extracting the most valuable information from multi-timescale hydrological forecasts for informing the operation of multipurpose water systems
2022-01-01 Castelletti, ANDREA FRANCESCO; Zanutto, Dennis; Ficchi', Andrea; Giuliani, Matteo
Multi-timescale hydro-meteorological forecasts for the optimal control of the multipurpose Lake Como
2022-01-01 Zanutto, D.; Ficchi', A.; Giuliani, M.; Castelletti, A.
From forecast-informed reservoir operations to integrated forecast-control design
2022-01-01 Giuliani, M.; Yang, G.; Galelli, S.
Operationalizing equity in multipurpose water systems control
2022-01-01 Yang, G.; Giuliani, M.; Castelletti, A.
Robust River Basin planning under extreme climate events and socio-economic changes: the Red River Basin in China-Vietnam
2022-01-01 Costa, Anna; Giuliani, Matteo; Sinclair, Scott; Peleg, Nadav; van der Linden, Roderick; Anh Truong, Van; Fink, Andreas H.; Castelletti, ANDREA FRANCESCO; Paolo Burlando, And
Climate change, hydrological variability, and declining cost of renewables reduce economic viability of African hydropower potential
2022-01-01 Carlino, Angelo; Wildemeersch, Matthias; Sterl, Sebastian; James Chawanda, Celray; Van Griensven, Ann; Thiery, Wim; Giuliani, Matteo; Castelletti, ANDREA FRANCESCO
Assessing the value of seasonal forecasts in informing reservoir operations in water-stressed Mediterranean basins
2022-01-01 Crippa, Nicola; Yang, Guang; Grillakis, Manolis; Koutroulis, Aristeidis; Giuliani, Matteo
Optimizing the operating rule of a controversial interbasin water transfer: the Tagus-Segura aqueduct (Spain)
2022-01-01 Valerio, Carlotta; Giuliani, Matteo; Castelletti, ANDREA FRANCESCO; Garrido, Alberto; De Stefano, Lucia
Advancing drought monitoring via feature extraction and multi-task learning algorithms
2022-01-01 Giuliani, Matteo; Bonetti, Paolo; Metelli, ALBERTO MARIA; Restelli, Marcello; Castelletti, ANDREA FRANCESCO
Sub-seasonal to climatic hydrologic predictions for sustainable reservoir management in water-stressed Mediterranean basins
2022-01-01 Koutroulis, Aristeidis; Grillakis, Manolis; Crippa, Nicola; Yang, Guang; Giuliani, Matteo
Tropical cyclone genesis potential in CMIP6 climate models
2022-01-01 Cavicchia, L.; Ascenso, G.; Scoccimarro, E.; Castelletti, A.; Giuliani, M.; Gualdi, S.
Connecting spatial climate information to infrastructure operations using deep reinforcement learning
2022-01-01 Ekblad, L.; Herman, J.; Steinschneider, S.; Giuliani, M.; Castelletti, A.
Regulation of the Alpine Lake Como under climate change. Bottom-Up vs Top-Down approach, and CMIP5 vs CMIP6
2022-01-01 Casale, F.; Fuso, F.; Giuliani, M; Castelletti, A.; Bocchiola, D.
Connecting spatial climate information to infrastructure operations using deep reinforcement learning
2022-01-01 Ekblad, L.; Herman, J.; Steinschneider, S.; Giuliani, M.; Castelletti, A
How water demand interventions can influence water management in the Nile River Basin
2022-01-01 Castelletti, A.; Piuri, V.; Yang, G.; Matta, E.; Giuliani, M.
Exploring the unintended consequences of climate change mitigation for African river basins
2022-01-01 Giuliani, M.; Lamontagne, J.; Hejazi, M. I.; Reed, P. M.; Castelletti, A.
Can Machine Learning Help Human-Water Systems Models “Behave” Better?
2022-01-01 Castelletti, A.; Giuliani, M.; Hao, W.; Veigel, N.; Kreibich, H.; Cominola, A.
Climate change adaptation through water portfolios planning in Alpine water systems
2022-01-01 Sangiorgio, M.; Yang, G.; Amaranto, A.; Micotti, M.; Weber, E.; Giuliani, M.; Castelletti, A.
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