Search Results - "de Marinis, Giovanni"

Machine Learning Algorithms for the Forecasting of Wastewater Quality Indicators by Granata, Francesco, Papirio, Stefano, Esposito, Giovanni, Gargano, Rudy, Marinis, Giovanni de

“…Stormwater runoff is often contaminated by human activities. Stormwater discharge into water bodies significantly contributes to environmental pollution. The…”
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Machine Learning Models for Spring Discharge Forecasting by Gargano, Rudy, de Marinis, Giovanni, Saroli, Michele, Granata, Francesco

“…Nowadays, drought phenomena increasingly affect large areas of the globe; therefore, the need for a careful and rational management of water resources is…”
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Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm by Di Nunno, Fabio, de Marinis, Giovanni, Granata, Francesco

“…In recent years, the growing impact of climate change on surface water bodies has made the analysis and forecasting of streamflow rates essential for proper…”
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Support Vector Regression for Rainfall-Runoff Modeling in Urban Drainage: A Comparison with the EPA’s Storm Water Management Model by Granata, Francesco, Gargano, Rudy, Marinis, Giovanni de

“…Rainfall-runoff models can be classified into three types: physically based models, conceptual models, and empirical models. In this latter class of models,…”
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Prediction of spring flows using nonlinear autoregressive exogenous (NARX) neural network models by Di Nunno, Fabio, Granata, Francesco, Gargano, Rudy, de Marinis, Giovanni

“…In the Mediterranean area, climate changes have led to long and frequent droughts with a drop in groundwater resources. An accurate prediction of the spring…”
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Analysis of SPI index trend variations in the United Kingdom - A cluster-based and bayesian ensemble algorithms approach by Di Nunno, Fabio, de Marinis, Giovanni, Granata, Francesco

“…United Kingdom (UK). A regional investigation of the Standard Precipitation Index (SPI) trends and abrupt changes in the UK has been carried out. The K-means…”
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Tide Prediction in the Venice Lagoon Using Nonlinear Autoregressive Exogenous (NARX) Neural Network by Di Nunno, Fabio, de Marinis, Giovanni, Gargano, Rudy, Granata, Francesco

“…In the Venice Lagoon some of the highest tides in the Mediterranean occur, which have influenced the evolution of the city of Venice and the surrounding lagoon…”
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Forecasting of Extreme Storm Tide Events Using NARX Neural Network-Based Models by Di Nunno, Fabio, Granata, Francesco, Gargano, Rudy, de Marinis, Giovanni

“…The extreme values of high tides are generally caused by a combination of astronomical and meteorological causes, as well as by the conformation of the sea…”
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Equivalent Discharge Coefficient of Side Weirs in Circular Channel—A Lazy Machine Learning Approach by Granata, Francesco, Di Nunno, Fabio, Gargano, Rudy, de Marinis, Giovanni

“…Side weirs have been widely used since ancient times in many hydraulic works. Their operation can be analyzed following different approaches. However, almost…”
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Evapotranspiration Analysis in Central Italy: A Combined Trend and Clustering Approach by Fabio Di Nunno, Nazzareno Diodato, Gianni Bellocchi, Carla Tricarico, Giovanni de Marinis, Francesco Granata

“…Climate change is increasingly influencing the water cycle, hindering the effective management of water resources in various sectors. Lazio, central Italy,…”
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A Combined Seasonal Mann–Kendall and Innovative Approach for the Trend Analysis of Streamflow Rate in Two Croatian Rivers by Yıldız, Mehmet Berkant, Di Nunno, Fabio, Đurin, Bojan, Pham, Quoc Bao, de Marinis, Giovanni, Granata, Francesco

“…Climate change profoundly impacts hydrological systems, particularly in regions such as Croatia, which is renowned for its diverse geography and climatic…”
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Microplastics in Combined Sewer Overflows: An Experimental Study by Di Nunno, Fabio, Granata, Francesco, Parrino, Francesco, Gargano, Rudy, de Marinis, Giovanni

“…One of the main sources of microplastics inside surface waters is represented by combined sewer overflows (CSOs), involving severe risks for the environment…”
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Probabilistic Models for the Peak Residential Water Demand by Gargano, Rudy, Tricarico, Carla, Granata, Francesco, Santopietro, Simone, De Marinis, Giovanni

“…Peak water demand is one of the most stringent operative conditions for a Water Distribution System (WDS), not only for the intensity of the event itself, but…”
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Experimental Analysis of the Hydraulic Performance of Wire-Wound Filter Cartridges in Domestic Plants by Viccione, Giacomo, Evangelista, Stefania, de Marinis, Giovanni

“…Among the treatment processes in water networks—of increasing importance in recent decades due to the progressive deterioration of water quality—filtration…”
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Novel Approach for Side Weirs in Supercritical Flow by Granata, Francesco, de Marinis, Giovanni, Gargano, Rudy, Tricarico, Carla

“…AbstractSide weirs are hydraulic structures widely used in practice and extensively studied in the technical literature. The flow along a side weir is a…”
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Deformation of Air Bubbles Near a Plunging Jet Using a Machine Learning Approach by Di Nunno, Fabio, Alves Pereira, Francisco, de Marinis, Giovanni, Di Felice, Fabio, Gargano, Rudy, Miozzi, Massimo, Granata, Francesco

“…The deformation of air bubbles in a liquid flow field is of relevant interest in phenomena such as cavitation, air entrainment, and foaming. In complex…”
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Artificial intelligence based approaches to evaluate actual evapotranspiration in wetlands by Granata, Francesco, Gargano, Rudy, de Marinis, Giovanni

“…Wetlands are extraordinary ecosystems and important climate regulators that also contribute to reduce natural disaster risk. Unfortunately, wetlands are…”
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Stacked machine learning algorithms and bidirectional long short-term memory networks for multi-step ahead streamflow forecasting: A comparative study by Granata, Francesco, Di Nunno, Fabio, de Marinis, Giovanni

“…•Forecasting the short-term daily streamflow is an essential and complex task in hydrology.•A novel stacked machine learning algorithm is compared to a…”
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Water infrastructure protection against intentional attacks: An experience in Italy by Cristo, Cristiana Di, Leopardi, Angelo, Marinis, Giovanni de

“…In the last years many interesting studies were devoted to the development of technologies and methodologies for the protection of water supply systems against…”
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Machine learning methods for wastewater hydraulics by Granata, Francesco, de Marinis, Giovanni

“…Wastewater hydraulics problems are frequently addressed by investigation on physical models. Dimensional analysis is a powerful tool that allows discovering…”
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