Concepedia

Andrea Menapace

AM

26

Publications

997

Citations

18

H-Index

2018

Active since

Affiliations

Free University of Bozen-Bolzano(Current)

Universidade Federal de Minas Gerais

University of Trento

University of Cambridge

Shiraz University

Andrea Menapace is an author at Free University of Bozen-Bolzano specializing in engineering, water resources, and data science.

Top concepts

EngineeringWater ResourcesData ScienceHydrologySystems EngineeringForecastingCivil EngineeringPredictive AnalyticsMachine LearningDeep Learning

Publications per year

2018–2024

26

Publications

26

Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)

Majid Niazkar, Andrea Menapace, Bruno Brentan et al. · Environmental Modelling & Software · 2024 · 254 citations · Full text

Systematic Literature Review, Engineering, Water Resources +7

Graph Convolutional Recurrent Neural Networks for Water Demand Forecasting

Ariele Zanfei, Bruno Brentan, Andrea Menapace et al. · Water Resources Research · 2022 · 85 citations · Full text

Hydrological Prediction, Engineering, Machine Learning +13

The design of 100 % renewable smart urb an energy systems: The case of Bozen-Bolzano

Andrea Menapace, Jakob Zinck Thellufsen, Giovanni Pernigotto et al. · Energy · 2020 · 68 citations · Full text

Electrical Engineering, Engineering, Intelligent Energy System +13

Novel approach for burst detection in water distribution systems based on graph neural networks

Ariele Zanfei, Andrea Menapace, Bruno Brentan et al. · Sustainable Cities and Society · 2022 · 62 citations · Full text

Graph Neural Networks, Novel Approach, Network Analysis +3

Suitability of ERA5-Land reanalysis dataset for hydrological modelling in the Alpine region

Daniele Dalla Torre, Nicola Di Marco, Andrea Menapace et al. · Journal of Hydrology Regional Studies · 2024 · 50 citations · Full text

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