Stefano Galelli
TitleCited byYear
Tree‐based reinforcement learning for optimal water reservoir operation
A Castelletti, S Galelli, M Restelli, R Soncini‐Sessa
Water Resources Research 46 (9), 2010
1202010
A general framework for dynamic emulation modelling in environmental problems
A Castelletti, S Galelli, M Ratto, R Soncini-Sessa, PC Young
Environmental Modelling & Software 34, 5-18, 2012
1182012
An evaluation framework for input variable selection algorithms for environmental data-driven models
S Galelli, GB Humphrey, HR Maier, A Castelletti, GC Dandy, MS Gibbs
Environmental Modelling & Software 62, 33-51, 2014
1062014
Tree‐based iterative input variable selection for hydrological modeling
S Galelli, A Castelletti
Water Resources Research 49 (7), 4295-4310, 2013
852013
Data-driven dynamic emulation modelling for the optimal management of environmental systems
A Castelletti, S Galelli, M Restelli, R Soncini-Sessa
Environmental Modelling & Software 34, 30-43, 2012
672012
Assessing the predictive capability of randomized tree-based ensembles in streamflow modelling
S Galelli, A Castelletti
Hydrology and Earth System Sciences 17 (7), 2669-2684, 2013
562013
Characterizing cyber-physical attacks on water distribution systems
R Taormina, S Galelli, NO Tippenhauer, E Salomons, A Ostfeld
Journal of Water Resources Planning and Management 143 (5), 04017009, 2017
482017
Building a metamodel of an irrigation district distributed-parameter model
S Galelli, C Gandolfi, R Soncini-Sessa, D Agostani
Agricultural water management 97 (2), 187-200, 2010
462010
Optimal real-time operation of multipurpose urban reservoirs: Case study in Singapore
S Galelli, A Goedbloed, D Schwanenberg, PJ van Overloop
Journal of Water Resources Planning and Management 140 (4), 511-523, 2012
362012
Combining metamodelling and stochastic dynamic programming for the design of reservoir release policies
S Galelli, R Soncini-Sessa
Environmental Modelling & Software 25 (2), 209-222, 2010
362010
A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem
M Giuliani, S Galelli, R Soncini-Sessa
Environmental Modelling & Software 57, 101-114, 2014
352014
Examining global electricity supply vulnerability to climate change using a high-fidelity hydropower dam model
SWD Turner, JY Ng, S Galelli
Science of the Total Environment 590, 663-675, 2017
282017
Water supply sensitivity to climate change: An R package for implementing reservoir storage analysis in global and regional impact studies
SWD Turner, S Galelli
Environmental Modelling & Software 76, 13-19, 2016
282016
Battle of the attack detection algorithms: Disclosing cyber attacks on water distribution networks
R Taormina, S Galelli, NO Tippenhauer, E Salomons, A Ostfeld, ...
Journal of Water Resources Planning and Management 144 (8), 04018048, 2018
222018
Influence of El Niņo Southern Oscillation on global hydropower production
JY Ng, SWD Turner, S Galelli
Environmental Research Letters 12 (3), 034010, 2017
202017
Complex relationship between seasonal streamflow forecast skill and value in reservoir operations
SWD Turner, JC Bennett, DE Robertson, S Galelli
Hydrology and Earth System Sciences 21 (9), 4841-4859, 2017
192017
Identifying (quasi) equally informative subsets in feature selection problems for classification: A max-relevance min-redundancy approach
G Karakaya, S Galelli, SD Ahipaşaoğlu, R Taormina
IEEE transactions on cybernetics 46 (6), 1424-1437, 2015
182015
An empirical modeling approach to predict and understand phytoplankton dynamics in a reservoir affected by interbasin water transfers
R Fornarelli, S Galelli, A Castelletti, JP Antenucci, CL Marti
Water Resources Research 49 (6), 3626-3641, 2013
142013
Adjoint modeling framework for water resources models
D Schwanenberg, I Sheret, T Rauschenbach, S Galleli, JM Vieira, ...
10th International Conference on Hydroinformatics, HIC 2012, 2012
142012
Tree-based variable selection for dimensionality reduction of large-scale control systems
A Castelletti, S Galelli, M Restelli, R Soncini-Sessa
2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement …, 2011
142011
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Articles 1–20