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ORCIDAndrea Castelletti
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2020 – today
- 2024
[j31]Matteo Giuliani
, Andrea Castelletti:
Integrating Inverse Reinforcement Learning and Direct Policy Search for Modeling Multipurpose Water Reservoir Systems. IEEE Control. Syst. Lett. 8: 1529-1534 (2024)- [c10]Davide Spinelli, Matteo Giuliani, Andrea Castelletti:
Ensemble Forecasts with Blocked K-Fold Cross-Validation in Multi-Objective Water Systems Control. ECC 2024: 493-498 - [i5]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:
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges. CoRR abs/2406.20080 (2024) - 2023
- [j30]Andrea Castelletti, Andrea Ficchì, Andrea Cominola, Pablo Segovia, Matteo Giuliani, Wenyan Wu, Sergio Lucia, Carlos Ocampo-Martinez, Bart De Schutter, José María Maestre:
Model Predictive Control of water resources systems: A review and research agenda. Annu. Rev. Control. 55: 442-465 (2023) - [j29]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:
Exploding the myths: An introduction to artificial neural networks for prediction and forecasting. Environ. Model. Softw. 167: 105776 (2023) - [i4]Raffaele Giuseppe Cestari, Andrea Castelletti, Simone Formentin:
Scenario-based model predictive control of water reservoir systems. CoRR abs/2309.00373 (2023) - 2022
- [j28]Sarah Jordan, Julianne D. Quinn, Marta Zaniolo, Matteo Giuliani, Andrea Castelletti:
Advancing reservoir operations modelling in SWAT to reduce socio-ecological tradeoffs. Environ. Model. Softw. 157: 105527 (2022) - [j27]Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti:
Learning-based hierarchical control of water reservoir systems. IFAC J. Syst. Control. 19: 100185 (2022) - [j26]Marta Zaniolo, Matteo Giuliani, Andrea Castelletti:
Neuro-Evolutionary Direct Policy Search for Multiobjective Optimal Control. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5926-5938 (2022) - [i3]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:
Analysis, Characterization, Prediction and Attribution of Extreme Atmospheric Events with Machine Learning: a Review. CoRR abs/2207.07580 (2022) - [i2]Raffaele G. Cestari, Andrea Castelletti, Simone Formentin:
Hourly operation of a regulated lake via Model Predictive Control. CoRR abs/2209.07435 (2022) - 2021
- [c9]Giuseppe Canonaco, Andrea Soprani, Matteo Giuliani, Andrea Castelletti, Manuel Roveri, Marcello Restelli:
Time-variant variational transfer for value functions. UAI 2021: 876-886 - 2020
- [j25]Federico Giudici, Andrea Castelletti, Matteo Giuliani, Holger R. Maier:
An active learning approach for identifying the smallest subset of informative scenarios for robust planning under deep uncertainty. Environ. Model. Softw. 127: 104681 (2020) - [i1]Pauline Kergus, Simone Formentin, Matteo Giuliani, Andrea Castelletti:
Real-time control of water reservoir operations: a learning-based hierarchical approach. CoRR abs/2012.13224 (2020)
2010 – 2019
- 2019
- [j24]Marco Tangi, Rafael Schmitt, Simone Bizzi, Andrea Castelletti:
The CASCADE toolbox for analyzing river sediment connectivity and management. Environ. Model. Softw. 119: 400-406 (2019) - 2018
- [j23]Alessandro Cominola, Matteo Giuliani, Andrea Castelletti, David E. Rosenberg, Adel M. Abdallah:
Implications of data sampling resolution on water use simulation, end-use disaggregation, and demand management. Environ. Model. Softw. 102: 199-212 (2018) - [j22]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:
Integrated intelligent water-energy metering systems and informatics: Visioning a digital multi-utility service provider. Environ. Model. Softw. 105: 94-117 (2018) - [j21]Andrea Emilio Rizzoli, Andrea Castelletti, Piero Fraternali, Jasminko Novak:
Demo Abstract: SmartH2O, demonstrating the impact of gamification technologies for saving water. Comput. Sci. Res. Dev. 33(1-2): 275-276 (2018) - [j20]Matteo Giuliani, Julianne D. Quinn, Jonathan D. Herman, Andrea Castelletti, Patrick M. Reed:
Scalable Multiobjective Control for Large-Scale Water Resources Systems Under Uncertainty. IEEE Trans. Control. Syst. Technol. 26(4): 1492-1499 (2018) - 2016
- [j19]Matteo Giuliani, Y. Li, Alessandro Cominola, Simona Denaro, Emanuele Mason, Andrea Castelletti:
A Matlab toolbox for designing Multi-Objective Optimal Operations of water reservoir systems. Environ. Model. Softw. 85: 293-298 (2016) - [j18]Dario Piga, Andrea Cominola, Matteo Giuliani, Andrea Castelletti, Andrea Emilio Rizzoli:
Sparse Optimization for Automated Energy End Use Disaggregation. IEEE Trans. Control. Syst. Technol. 24(3): 1044-1051 (2016) - [c8]Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason:
Using Multiagent Negotiation to Model Water Resources Systems Operations. AAMAS Workshops (Selected Papers) 2016: 51-72 - [c7]Francesco Amigoni, Andrea Castelletti, Paolo Gazzotti, Matteo Giuliani, Emanuele Mason:
Water Resources Systems Operations via Multiagent Negotiation: (Extended Abstract). AAMAS 2016: 1379-1380 - [c6]Andrea Castelletti, Roman Fedorov, Piero Fraternali, Matteo Giuliani:
Multimedia on the Mountaintop: Using Public Snow Images to Improve Water Systems Operation. ACM Multimedia 2016: 948-957 - 2015
- [j17]Alessandro Cominola, Matteo Giuliani, Dario Piga, Andrea Castelletti, Andrea Emilio Rizzoli:
Benefits and challenges of using smart meters for advancing residential water demand modeling and management: A review. Environ. Model. Softw. 72: 198-214 (2015) - [c5]Francesco Amigoni, Andrea Castelletti, Matteo Giuliani:
Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs. AAMAS 2015: 821-829 - [c4]Simona Denaro, Umberto Del Gobbo, Andrea Castelletti, Stefano Tebaldini, Andrea Monti Guarnieri:
Informing water management by direct use of SAR retrieved snow information in snow-rainfall dominated watersheds. IGARSS 2015: 1531-1534 - 2014
- [j16]Ben W. J. Surridge, Simone Bizzi, Andrea Castelletti:
A framework for coupling explanation and prediction in hydroecological modelling. Environ. Model. Softw. 61: 274-286 (2014) - [j15]Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs:
An evaluation framework for input variable selection algorithms for environmental data-driven models. Environ. Model. Softw. 62: 33-51 (2014) - [j14]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:
Evolutionary algorithms and other metaheuristics in water resources: Current status, research challenges and future directions. Environ. Model. Softw. 62: 271-299 (2014) - 2012
- [j13]Marco Ratto, Andrea Castelletti, Andrea Pagano:
Emulation techniques for the reduction and sensitivity analysis of complex environmental models. Environ. Model. Softw. 34: 1-4 (2012) - [j12]Andrea Castelletti, Stefano Galelli, Marco Ratto, Rodolfo Soncini-Sessa, Peter C. Young:
A general framework for Dynamic Emulation Modelling in environmental problems. Environ. Model. Softw. 34: 5-18 (2012) - [j11]Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa:
Data-driven dynamic emulation modelling for the optimal management of environmental systems. Environ. Model. Softw. 34: 30-43 (2012) - [j10]Piero Fraternali, Andrea Castelletti, Rodolfo Soncini-Sessa, Carmen Karina Vaca Ruiz, Andrea Emilio Rizzoli:
Putting humans in the loop: Social computing for Water Resources Management. Environ. Model. Softw. 37: 68-77 (2012) - [c3]Andrea Castelletti, Francesca Pianosi, Marcello Restelli:
Tree-based Fitted Q-iteration for Multi-Objective Markov Decision problems. IJCNN 2012: 1-8 - 2011
- [c2]Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa:
Tree-based variable selection for dimensionality reduction of large-scale control systems. ADPRL 2011: 62-69 - [c1]Andrea Castelletti, Francesca Pianosi, Marcello Restelli:
Multi-objective fitted Q-iteration: Pareto frontier approximation in one single run. ICNSC 2011: 260-265 - 2010
- [j9]Andrea Castelletti, A. V. Lotov, Rodolfo Soncini-Sessa:
Visualization-based multi-objective improvement of environmental decision-making using linearization of response surfaces. Environ. Model. Softw. 25(12): 1552-1564 (2010)
2000 – 2009
- 2008
- [j8]Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa:
Receding horizon control for water resources management. Appl. Math. Comput. 204(2): 621-631 (2008) - [j7]Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa:
Integration, participation and optimal control in water resources planning and management. Appl. Math. Comput. 206(1): 21-33 (2008) - [j6]Andrea Castelletti, Francesca Pianosi, Rodolfo Soncini-Sessa:
Water reservoir control under economic, social and environmental constraints. Autom. 44(6): 1595-1607 (2008) - 2007
- [j5]Andrea Castelletti, Rodolfo Soncini-Sessa:
Bayesian networks in water resource modelling and management. Environ. Model. Softw. 22(8): 1073-1074 (2007) - [j4]Andrea Castelletti, Rodolfo Soncini-Sessa:
Bayesian Networks and participatory modelling in water resource management. Environ. Model. Softw. 22(8): 1075-1088 (2007) - [j3]Andrea Castelletti, Rodolfo Soncini-Sessa:
Coupling real-time control and socio-economic issues in participatory river basin planning. Environ. Model. Softw. 22(8): 1114-1128 (2007) - 2006
- [j2]Andrea Castelletti, Rodolfo Soncini-Sessa:
A procedural approach to strengthening integration and participation in water resource planning. Environ. Model. Softw. 21(10): 1455-1470 (2006) - 2005
- [b1]Andrea Castelletti:
Pianificazione e gestione integrate e partecipate delle risorse idriche. Polytechnic University of Milan, Italy, 2005 - 2003
- [j1]Rodolfo Soncini-Sessa, Andrea Castelletti, Enrico Weber:
A DSS for planning and managing water reservoir systems. Environ. Model. Softw. 18(5): 395-404 (2003)
Coauthor Index
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