Matteo Giuliani

28 papers A* 1A 3Journal 20Unranked 3

Year	Rank	Type	Title / Venue / Authors
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`	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
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`	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	J	`jnl`	Dealing with multiple experts and non-stationarity in inverse reinforcement learning: an application to real-life problems. Mach. Learn. Amarildo Likmeta, Alberto Maria Metelli, Giorgia Ramponi, Andrea Tirinzoni, Matteo Giuliani, Marcello Restelli
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
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`	Policy tree optimization for threshold-based water resources management over multiple timescales. Environ. Model. Softw. Jonathan D. Herman, Matteo Giuliani
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	—	`conf`	Reducing the Intrusiveness of Energy and Water End-Use Disaggregation via Social Media and Users Interactions. EcoMo@ICWSM Matteo Giuliani, Jacopo Mossina
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	A	`conf`	Modeling the Management of Water Resources Systems Using Multi-Objective DCOPs. AAMAS Francesco Amigoni, Andrea Castelletti, Matteo Giuliani
2014	J	`jnl`	A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem. Environ. Model. Softw. Matteo Giuliani, Stefano Galelli, Rodolfo Soncini-Sessa
2014	—	`—`	Agent-based water resources management in complex decision-making contexts. Matteo Giuliani
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