Giovanni de Marinis

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators

Francesco Granata, Stefano Papirio, Giovanni Esposito et al. · Water · 2017 · 222 citations · Full text

Artificial Intelligence, Hydrological Prediction, Environmental Monitoring +20

Support Vector Regression for Rainfall-Runoff Modeling in Urban Drainage: A Comparison with the EPA’s Storm Water Management Model

Francesco Granata, Rudy Gargano, Giovanni de Marinis · Water · 2016 · 171 citations · Full text

Svr Algorithm, Surface Runoff, Engineering +15

Battle of the Water Networks II

Angela Marchi, Elad Salomons, Avi Ostfeld et al. · Journal of Water Resources Planning and Management · 2013 · 142 citations · Full text

Network Science, Engineering, Water Resources +13

Stacked machine learning algorithms and bidirectional long short-term memory networks for multi-step ahead streamflow forecasting: A comparative study

Francesco Granata, Fabio Di Nunno, Giovanni de Marinis · Journal of Hydrology · 2022 · 132 citations

Forecasting Methodology, Recurrent Neural Network, Engineering +10

Artificial intelligence based approaches to evaluate actual evapotranspiration in wetlands

Francesco Granata, Rudy Gargano, Giovanni de Marinis · The Science of The Total Environment · 2019 · 107 citations

Artificial Intelligence, Environmental Monitoring, Engineering +4