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.
Artificial intelligence for modeling and understanding extreme weather and climate events
2025-01-01 Camps-Valls, Gustau; Fernández-Torres, Miguel-Ángel; Cohrs, Kai-Hendrik; Höhl, Adrian; Castelletti, Andrea; Pacal, Aytac; Robin, Claire; Martinuzzi, Francesco; Papoutsis, Ioannis; Prapas, Ioannis; Pérez-Aracil, Jorge; Weigel, Katja; Gonzalez-Calabuig, Maria; Reichstein, Markus; Rabel, Martin; Giuliani, Matteo; Mahecha, Miguel D.; Popescu, Oana-Iuliana; Pellicer-Valero, Oscar J.; Ouala, Said; Salcedo-Sanz, Sancho; Sippel, Sebastian; Kondylatos, Spyros; Happé, Tamara; Williams, Tristan
Autoencoder- based model for improving reconstruction of heat waves using the analogue method
2024-01-01 Pérez-Aracil, J.; Marina, C. M.; Gutiérrez, P.; Barriopedro, D.; García-Herrera, R.; Giuliani, M.; Mcadam, R.; Scoccimarro, E.; Zorita, E.; Castelletti, A.; Salcedo-Sanz, S.
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.
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
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
Use-case specific performance assessment of sub-seasonal to seasonal drought predictions for local-scale applications in the Netherlands, Spain, and Italy
2024-01-01 van Andel, S. J.; Bertini, C.; Ramos Sánchez, C.; Ficchì, A.; Giuliani, M.; Pezij, M.; Lugt, D.; De Stefano, L.; Pechlivanidis, I.; Werner, M.; Castelletti, A.
Bridging Transboundary Rivers: Adressing Inequities through Operational Flexibility in Cooperative Basin Management
2024-01-01 Castelletti, A.; Arnold, W.; Giuliani, M.
Reconsidering hydropower in the African energy transition
2024-01-01 Giuliani, M.; Castelletti, A.; Carlino, A.; Arnold, W.
Soft integration of an Integrated Assessment Model and an Energy System Model for the multi-sectorial evaluation of African energy transition pathways
2024-01-01 Bonserio, T.; Chowdhury, A. F. M. K.; Iyer, G.; Giuliani, M.; Wild, T. B.; Castelletti, A.
Opportunities and challenges of Ensemble Forecast and Cross-Validation for MOEA optimisation in water resources management
2024-01-01 Spinelli, Davide; Giuliani, Matteo; Castelletti, Andrea
Multi-Objective Forecast-Informed Reservoir Operation at different time scales using a Neuro Evolutionary algorithm
2024-01-01 Spinelli, Davide; Zaniolo, Marta; Giuliani, Matteo; Castelletti, Andrea
Mastering multi-scale ensemble forecasts using Reinforcement Learning for advancing Forecast Informed Reservoir Operation
2024-01-01 Giuliani, Matteo; Zanutto, Dennis; Spinelli, Davide; Ficchì, Andrea; 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.
Inferring human preferences in multisector systems via Inverse Reinforcement Learning
2024-01-01 Giuliani, M.; Castelletti, A.
Interpretable Machine Learning for Extreme Events detection: An application to droughts in the Po River Basin
2024-01-01 Bonetti, Paolo; Giuliani, Matteo; Cardigliano, Veronica; Metelli, ALBERTO MARIA; Restelli, Marcello; Castelletti, Andrea
Leveraging climate data at different spatial scales via machine learning to improve sub-seasonal drought predictions
2024-01-01 Giuliani, M.; Bosso, F.; Bertini, C.; Solomatine, D.; van Andel, S. J.
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.
Multi-sector Multi-purpose Adaptation of Alpine water Systems in a Changing World
2024-01-01 Giuliani, M.; Castagna, A.; Castelletti, A.; Gandolfi, C.; Sangiorgio, M.
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
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
Floating photovoltaics may reduce the risk of hydro-dominated energy development in Africa
2024-01-01 Arnold, Wyatt; Giuliani, Matteo; Castelletti, Andrea
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
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
Autoencoder‐based flow‐analogue probabilistic reconstruction of heat waves from pressure fields
2024-01-01 Pérez‐aracil, Jorge; Marina, Cosmin M.; Zorita, Eduardo; Barriopedro, David; Zaninelli, Pablo; Giuliani, Matteo; Castelletti, Andrea; Gutiérrez, Pedro A.; Salcedo‐sanz, Sancho
Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control
2024-01-01 Spinelli, Davide; Giuliani, Matteo; Castelletti, Andrea
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
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
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.
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.
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
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.
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
Political instability influence on hydropower planning in Africa: a continental scale analysis
2023-01-01 Bonserio, T.; Carlino, A.; Giuliani, M.; Castelletti, A.
Valuing the Codesign of Streamflow Forecast and Reservoir Operation Models
2023-01-01 Yang, Guang; Giuliani, Matteo; Galelli, Stefano
Operationalizing equity in multipurpose water systems
2023-01-01 Yang, G; Giuliani, M; Castelletti, A
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
Operations Eclipse Sequencing in Multipurpose Dam Planning
2023-01-01 Arnold, Wyatt; Salazar, Jazmin Z.; Carlino, Angelo; Giuliani, Matteo; Castelletti, Andrea
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.
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
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.
Connecting spatial climate information to infrastructure operations using deep reinforcement learning
2022-01-01 Ekblad, L.; Herman, J.; Steinschneider, S.; Giuliani, M.; Castelletti, A
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
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
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
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