Andrea Castelletti

51 papers A* 1A 3B 1C 1Journal 39Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Control-oriented modelling for model predictive control of water reservoir systems. Int. J. Control Raffaele Giuseppe Cestari, Andrea Castelletti, Simone Formentin
2025	—	`conf`	Multi-Objective Water Network Optimization Under Shifting Reliability Perspectives. SysTol Dennis Zanutto, Andrea Castelletti, Dragan A. Savic
2025	J	`jnl`	Non-linear multi-objective Bayesian MPC of water reservoir systems. Eur. J. Control Raffaele Giuseppe Cestari, Andrea Castelletti, Simone Formentin
2024	J	`jnl`	AI for Extreme Event Modeling and Understanding: Methodologies and Challenges. CoRR Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs, Adrian Höhl, Andrea Castelletti, Aytac Pacal, Claire Robin, Francesco Martinuzzi, Ioannis Papoutsis, Ioannis Prapas, Jorge Pérez-Aracil, Katja Weigel, Maria Gonzalez-Calabuig, Markus Reichstein, Martin Rabel, Matteo Giuliani, Miguel D. Mahecha, Oana-Iuliana Popescu, Oscar J. Pellicer-Valero, Said Ouala, Sancho Salcedo-Sanz, Sebastian Sippel, Spyros Kondylatos, Tamara Happé, Tristan Williams
2024	—	`conf`	Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control. ECC Davide Spinelli, Matteo Giuliani, Andrea Castelletti
2024	J	`jnl`	Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection. CoRR Jorge Pérez-Aracil, César Peláez-Rodríguez, Ronan McAdam, Antonello Squintu, Cosmin M. Marina, Eugenio Lorente-Ramos, Niklas Luther, Veronica Torralba, Enrico Scoccimarro, Leone Cavicchia, Matteo Giuliani, Eduardo Zorita, Felicitas Hansen, David Barriopedro, Ricardo García-Herrera, Pedro A. Gutiérrez, Jürg Luterbacher, Elena Xoplaki, Andrea Castelletti, Sancho Salcedo-Sanz
2024	J	`jnl`	Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems. IEEE Control. Syst. Lett. Matteo Giuliani, Andrea Castelletti
2023	J	`jnl`	Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. Holger R. Maier, Stefano Galelli, Saman Razavi, Andrea Castelletti, Andrea Emilio Rizzoli, Ioannis N. Athanasiadis, Miquel Sànchez-Marrè, Marco Acutis, Wenyan Wu, Greer B. Humphrey
2023	J	`jnl`	Model Predictive Control of water resources systems: A review and research agenda. Annu. Rev. Control. Andrea Castelletti, Andrea Ficchì, Andrea Cominola, Pablo Segovia, Matteo Giuliani, Wenyan Wu, Sergio Lucia, Carlos Ocampo-Martinez, Bart De Schutter, José María Maestre
2023	J	`jnl`	Scenario-based model predictive control of water reservoir systems. CoRR Raffaele Giuseppe Cestari, Andrea Castelletti, Simone Formentin
2022	J	`jnl`	Advancing reservoir operations modelling in SWAT to reduce socio-ecological tradeoffs. Environ. Model. Softw. Sarah Jordan, Julianne D. Quinn, Marta Zaniolo, Matteo Giuliani, Andrea Castelletti
2022	J	`jnl`	Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review. CoRR Sancho Salcedo-Sanz, Jorge Pérez-Aracil, Guido Ascenso, Javier Del Ser, David Casillas-Pérez, Christopher Kadow, Dusan Fister, David Barriopedro, Ricardo García-Herrera, Marcello Restelli, Matteo Giuliani, Andrea Castelletti
2022	J	`jnl`	Hourly operation of a regulated lake via Model Predictive Control. CoRR Raffaele G. Cestari, Andrea Castelletti, Simone Formentin
2022	J	`jnl`	Learning-based hierarchical control of water reservoir systems. IFAC J. Syst. Control. Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti
2022	J	`jnl`	Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control. IEEE Trans. Neural Networks Learn. Syst. Marta Zaniolo, Matteo Giuliani, Andrea Castelletti
2021	A	`conf`	Time-variant variational transfer for value functions. UAI Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli
2020	J	`jnl`	An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty. Environ. Model. Softw. Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier
2020	J	`jnl`	Real-time control of water reservoir operations: a learning-based hierarchical approach. CoRR Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti
2019	J	`jnl`	The CASCADE toolbox for analyzing river sediment connectivity and management. Environ. Model. Softw. Marco Tangi, Rafael Schmitt, Simone Bizzi, Andrea Castelletti
2018	J	`jnl`	Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water. Comput. Sci. Res. Dev. Andrea Emilio Rizzoli, Andrea Castelletti, Piero Fraternali, Jasminko Novak
2018	J	`jnl`	Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management. Environ. Model. Softw. Alessandro Cominola, Matteo Giuliani, Andrea Castelletti, David E. Rosenberg, Adel M. Abdallah
2018	J	`jnl`	Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider. Environ. Model. Softw. Rodney A. Stewart, Khoi Anh Nguyen, Cara D. Beal, Hong Zhang, Oz Sahin, Edoardo Bertone, Abel Silva Vieira, Andrea Castelletti, Andrea Cominola, Matteo Giuliani, Damien Giurco, Michael Blumenstein, Andrea Turner, Ariane Liu, Steven Kenway, Dragan A. Savic, Christos Makropoulos, Panagiotis Kossieris
2018	J	`jnl`	Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty. IEEE Trans. Control. Syst. Technol. Matteo Giuliani, Julianne D. Quinn, Jonathan D. Herman, Andrea Castelletti, Patrick M. Reed
2016	J	`jnl`	A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems. Environ. Model. Softw. Matteo Giuliani, Y. Li, Alessandro Cominola, Simona Denaro, Emanuele Mason, Andrea Castelletti
2016	A*	`conf`	Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation. ACM Multimedia Andrea Castelletti, Roman Fedorov, Piero Fraternali, Matteo Giuliani
2016	J	`jnl`	Sparse Optimization for Automated Energy End Use Disaggregation. IEEE Trans. Control. Syst. Technol. Dario Piga, Andrea Cominola, Matteo Giuliani, Andrea Castelletti, Andrea Emilio Rizzoli
2016	—	`conf`	Using Multiagent Negotiation to Model Water Resources Systems Operations. AAMAS Workshops (Selected Papers) Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason
2016	A	`conf`	Water Resources Systems Operations via Multiagent Negotiation: (Extended Abstract). AAMAS Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason
2015	J	`jnl`	Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review. Environ. Model. Softw. Alessandro Cominola, Matteo Giuliani, Dario Piga, Andrea Castelletti, Andrea Emilio Rizzoli
2015	C	`conf`	Informing water management by direct use of SAR retrieved snow information in snow-rainfall dominated watersheds. IGARSS Simona Denaro, Umberto Del Gobbo, Andrea Castelletti, Stefano Tebaldini, Andrea Monti-Guarnieri
2015	A	`conf`	Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs. AAMAS Francesco Amigoni, Andrea Castelletti, Matteo Giuliani
2014	J	`jnl`	A framework for coupling explanation and prediction in hydroecological modelling. Environ. Model. Softw. Ben W. J. Surridge, Simone Bizzi, Andrea Castelletti
2014	J	`jnl`	An evaluation framework for input variable selection algorithms for environmental data-driven models. Environ. Model. Softw. Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs
2014	J	`jnl`	Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. Holger R. Maier, Zoran Kapelan, Joseph R. Kasprzyk, Joshua B. Kollat, L. Shawn Matott, Maria C. Cunha, Graeme C. Dandy, Matthew S. Gibbs, Ed Keedwell, Angela Marchi, Avi Ostfeld, Dragan A. Savic, Dimitri P. Solomatine, Jasper A. Vrugt, Aaron C. Zecchin, Barbara S. Minsker, E. J. Barbour, George Kuczera, F. Pasha, Andrea Castelletti, Matteo Giuliani, Patrick M. Reed
2012	J	`jnl`	A general framework for Dynamic Emulation Modelling in environmental problems. Environ. Model. Softw. Andrea Castelletti, Stefano Galelli, Marco Ratto, Rodolfo Soncini-Sessa, Peter C. Young
2012	J	`jnl`	Data-driven dynamic emulation modelling for the optimal management of environmental systems. Environ. Model. Softw. Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa
2012	J	`jnl`	Emulation techniques for the reduction and sensitivity analysis of complex environmental models. Environ. Model. Softw. Marco Ratto, Andrea Castelletti, Andrea Pagano
2012	J	`jnl`	Putting humans in the loop: Social computing for Water Resources Management. Environ. Model. Softw. Piero Fraternali, Andrea Castelletti, Rodolfo Soncini-Sessa, Carmen Karina Vaca Ruiz, Andrea Emilio Rizzoli
2012	B	`conf`	Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. IJCNN Andrea Castelletti, Francesca Pianosi, Marcello Restelli
2011	—	`conf`	Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run. ICNSC Andrea Castelletti, Francesca Pianosi, Marcello Restelli
2011	—	`conf`	Tree-based variable selection for dimensionality reduction of large-scale control systems. ADPRL Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa
2010	J	`jnl`	Visualization-based multi-objective improvement of environmental decision-making using linearization of response surfaces. Environ. Model. Softw. Andrea Castelletti, A. V. Lotov, Rodolfo Soncini-Sessa
2008	J	`jnl`	Integration, participation and optimal control in water resources planning and management. Appl. Math. Comput. Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
2008	J	`jnl`	Receding horizon control for water resources management. Appl. Math. Comput. Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
2008	J	`jnl`	Water reservoir control under economic, social and environmental constraints. Autom. Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa
2007	J	`jnl`	Bayesian Networks and participatory modelling in water resource management. Environ. Model. Softw. Andrea Castelletti, Rodolfo Soncini-Sessa
2007	J	`jnl`	Bayesian networks in water resource modelling and management. Environ. Model. Softw. Andrea Castelletti, Rodolfo Soncini-Sessa
2007	J	`jnl`	Coupling real-time control and socio-economic issues in participatory river basin planning. Environ. Model. Softw. Andrea Castelletti, Rodolfo Soncini-Sessa
2006	J	`jnl`	A procedural approach to strengthening integration and participation in water resource planning. Environ. Model. Softw. Andrea Castelletti, Rodolfo Soncini-Sessa
2005	—	`—`	Pianificazione e gestione integrate e partecipate delle risorse idriche. Andrea Castelletti
2003	J	`jnl`	A DSS for planning and managing water reservoir systems. Environ. Model. Softw. Rodolfo Soncini-Sessa, Andrea Castelletti, Enrico Weber