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Andrea Menapace
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The design of 100% renewable smart urb an energy systems: the case of Bozen-Bolzano
A Menapace, JZ Thellufsen, G Pernigotto, F Roberti, A Gasparella, ...
Energy 207, 118198, 2020
692020
Graph convolutional recurrent neural networks for water demand forecasting
A Zanfei, BM Brentan, A Menapace, M Righetti, M Herrera
Water Resources Research 58 (7), e2022WR032299, 2022
632022
Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)
M Niazkar, A Menapace, B Brentan, R Piraei, D Jimenez, P Dhawan, ...
Environmental Modelling & Software, 105971, 2024
502024
Novel approach for burst detection in water distribution systems based on graph neural networks
A Zanfei, A Menapace, BM Brentan, M Righetti, M Herrera
Sustainable Cities and Society 86, 104090, 2022
502022
Uniformly distributed demand EPANET extension
A Menapace, D Avesani, M Righetti, A Bellin, G Pisaturo
Water resources management 32, 2165-2180, 2018
462018
A short-term water demand forecasting model using multivariate long short-term memory with meteorological data
A Zanfei, BM Brentan, A Menapace, M Righetti
Journal of Hydroinformatics 24 (5), 1053-1065, 2022
342022
Calibration procedure for water distribution systems: Comparison among hydraulic models
A Zanfei, A Menapace, S Santopietro, M Righetti
Water 12 (5), 1421, 2020
332020
Burst detection in water distribution systems: The issue of dataset collection
A Menapace, A Zanfei, M Felicetti, D Avesani, M Righetti, R Gargano
Applied Sciences 10 (22), 8219, 2020
282020
Global gradient algorithm extension to distributed pressure driven pipe demand model
A Menapace, D Avesani
Water Resources Management 33 (5), 1717-1736, 2019
272019
Tuning ANN hyperparameters for forecasting drinking water demand
A Menapace, A Zanfei, M Righetti
Applied Sciences 11 (9), 4290, 2021
242021
An ensemble neural network model to forecast drinking water consumption
A Zanfei, A Menapace, F Granata, R Gargano, M Frisinghelli, M Righetti
Journal of Water Resources Planning and Management 148 (5), 04022014, 2022
222022
Optimal selection and monitoring of nodes aimed at supporting leakages identification in WDS
M Righetti, CMG Bort, M Bottazzi, A Menapace, A Zanfei
Water 11 (3), 629, 2019
222019
Joint and conditional dependence modelling of peak district heating demand and outdoor temperature: A copula-based approach
FML Di Lascio, A Menapace, M Righetti
Statistical Methods & Applications 29 (2), 373-395, 2020
182020
Suitability of ERA5-Land reanalysis dataset for hydrological modelling in the Alpine region
D Dalla Torre, N Di Marco, A Menapace, D Avesani, M Righetti, B Majone
Journal of Hydrology: Regional Studies 52, 101718, 2024
172024
How does missing data imputation affect the forecasting of urban water demand?
A Zanfei, A Menapace, BM Brentan, M Righetti
Journal of Water Resources Planning and Management 148 (11), 04022060, 2022
172022
A procedure for human safety assessment during hydropeaking events
GR Pisaturo, M Righetti, C Castellana, M Larcher, A Menapace, ...
Science of the Total Environment 661, 294-305, 2019
172019
Shall we always use hydraulic models? A graph neural network metamodel for water system calibration and uncertainty assessment
A Zanfei, A Menapace, BM Brentan, R Sitzenfrei, M Herrera
Water Research 242, 120264, 2023
152023
An efficient numerical scheme for the thermo-hydraulic simulations of thermal grids
A Menapace, W Boscheri, M Baratieri, M Righetti
International Journal of Heat and Mass Transfer 161, 120304, 2020
142020
An artificial intelligence approach for managing water demand in water supply systems
A Zanfei, A Menapace, M Righetti
IOP Conference Series: Earth and Environmental Science 1136 (1), 012004, 2023
132023
EPANET in QGIS framework: the QEPANET plugin
A Menapace, GR Pisaturo, A De Luca, D Gerola, M Righetti
Journal of Water Supply: Research and Technology—AQUA 69 (1), 1-5, 2020
122020
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