Stefano Galelli

According to our database, Stefano Galelli authored at least 18 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Exploding the myths: An introduction to artificial neural networks for prediction and forecasting.

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

Environ. Model. Softw., September, 2023

2021

Economic Controls for Smart Water Distribution Networks Undergoing Supply Failures.

Pan Lai, Costas Courcoubetis, Lingjie Duan, Stefano Galelli

IEEE Trans. Netw. Sci. Eng., 2021

2020

Cascading Failures in Interconnected Power-to-Water Networks.

Evangelos Pournaras, Riccardo Taormina, Manish Thapa, Stefano Galelli, Venkata Reddy Palleti, Robert E. Kooij

SIGMETRICS Perform. Evaluation Rev., 2020

A software package for the representation and optimization of water reservoir operations in the VIC hydrologic model.

Thanh Duc Dang, Dung Trung Vu, A. F. M. Kamal Chowdhury, Stefano Galelli

Environ. Model. Softw., 2020

A Review of Cybersecurity Incidents in the Water Sector.

Amin Hassanzadeh, Amin Rasekh, Stefano Galelli, Mohsen Aghashahi, Riccardo Taormina, Avi Ostfeld, M. Katherine Banks

CoRR, 2020

Constrained Concealment Attacks against Reconstruction-based Anomaly Detectors in Industrial Control Systems.

Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer

Proceedings of the ACSAC '20: Annual Computer Security Applications Conference, 2020

2019

A toolbox for assessing the impacts of cyber-physical attacks on water distribution systems.

Riccardo Taormina, Stefano Galelli, Hunter C. Douglas, Nils Ole Tippenhauer, Elad Salomons, Avi Ostfeld

Environ. Model. Softw., 2019

A numerical framework for the multi-objective optimal design of check dam systems in erosion-prone areas.

Debasish Pal, Stefano Galelli

Environ. Model. Softw., 2019

Real-time Evasion Attacks with Physical Constraints on Deep Learning-based Anomaly Detectors in Industrial Control Systems.

Alessandro Erba, Riccardo Taormina, Stefano Galelli, Marcello Pogliani, Michele Carminati, Stefano Zanero, Nils Ole Tippenhauer

CoRR, 2019

2016

Identifying (Quasi) Equally Informative Subsets in Feature Selection Problems for Classification: A Max-Relevance Min-Redundancy Approach.

Gülsah Karakaya, Stefano Galelli, Selin Damla Ahipasaoglu, Riccardo Taormina

IEEE Trans. Cybern., 2016

Water supply sensitivity to climate change: An R package for implementing reservoir storage analysis in global and regional impact studies.

Sean W. D. Turner, Stefano Galelli

Environ. Model. Softw., 2016

Simulation of Cyber-Physical Attacks on Water Distribution Systems with EPANET.

Riccardo Taormina, Stefano Galelli, Nils Ole Tippenhauer, Elad Salomons, Avi Ostfeld

Proceedings of the Singapore Cyber-Security Conference (SG-CRC) 2016, 2016

2014

A dimensionality reduction approach for many-objective Markov Decision Processes: Application to a water reservoir operation problem.

Matteo Giuliani, Stefano Galelli, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2014

An evaluation framework for input variable selection algorithms for environmental data-driven models.

Stefano Galelli, Greer B. Humphrey, Holger R. Maier, Andrea Castelletti, Graeme C. Dandy, Matthew S. Gibbs

Environ. Model. Softw., 2014

2012

A general framework for Dynamic Emulation Modelling in environmental problems.

Andrea Castelletti, Stefano Galelli, Marco Ratto, Rodolfo Soncini-Sessa, Peter C. Young

Environ. Model. Softw., 2012

Data-driven dynamic emulation modelling for the optimal management of environmental systems.

Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2012

2011

Tree-based variable selection for dimensionality reduction of large-scale control systems.

Andrea Castelletti, Stefano Galelli, Marcello Restelli, Rodolfo Soncini-Sessa

Proceedings of the 2011 IEEE Symposium on Adaptive Dynamic Programming And Reinforcement Learning, 2011

2010

Combining metamodelling and stochastic dynamic programming for the design of reservoir release policies.

Stefano Galelli, Rodolfo Soncini-Sessa

Environ. Model. Softw., 2010