Francesco GRANATA
Università degli Studi di Cassino e del Lazio Meridionale
H-index: 28
Europe-Italy
Top articles of Francesco GRANATA
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Prediction of daily river water temperatures using an optimized model based on NARX networks | Ecological Indicators | Jiang Sun Fabio Di Nunno Mariusz Sojka Mariusz Ptak You Luo | 2024/4/1 |
Analysis of SPI index trend variations in the United Kingdom-A cluster-based and bayesian ensemble algorithms approach | Journal of Hydrology: Regional Studies | Fabio Di Nunno Giovanni de Marinis Francesco Granata | 2024/4/1 |
An optimized NARX-based model for predicting thermal dynamics and heatwaves in rivers | Science of The Total Environment | Senlin Zhu Fabio Di Nunno Jiang Sun Mariusz Sojka Mariusz Ptak | 2024/5/20 |
Advanced evapotranspiration forecasting in Central Italy: Stacked MLP-RF algorithm and correlated Nystrom views with feature selection strategies | Computers and Electronics in Agriculture | Francesco Granata Fabio Di Nunno Giovanni de Marinis | 2024/5/1 |
A novel additive regression model for streamflow forecasting in German rivers | Results in Engineering | Francesco Granata Fabio Di Nunno Quoc Bao Pham | 2024/4/10 |
Neuroforecasting of daily streamflows in the UK for short-and medium-term horizons: A novel insight | Journal of Hydrology | Francesco Granata Fabio Di Nunno | 2023/9/1 |
Nonlinear autoregressive exogenous (narx) neural network models for storm tide forecasting in the venice lagoon | Environmental Sciences Proceedings | Fabio Di Nunno Francesco Granata Rudy Gargano Giovanni De Marinis | 2023/2/15 |
A Combined clustering and trends analysis approach for characterizing reference evapotranspiration in Veneto | Sustainability | Fabio Di Nunno Marco De Matteo Giovanni Izzo Francesco Granata | 2023/7/16 |
A novel optimized model based on NARX networks for predicting thermal anomalies in Polish lakes during heatwaves, with special reference to the 2018 heatwave | Science of the Total Environment | Senlin Zhu Fabio Di Nunno Mariusz Ptak Mariusz Sojka Francesco Granata | 2023/12/20 |
Spatio-temporal analysis of drought in Southern Italy: a combined clustering-forecasting approach based on SPEI index and artificial intelligence algorithms | Stochastic Environmental Research and Risk Assessment | Fabio Di Nunno Francesco Granata | 2023/6 |
Multi-step ahead groundwater level forecasting in Grand Est, France: Comparison between stacked machine learning model and radial basis function neural network | Groundwater for Sustainable Development | Fabio Di Nunno Carlo Giudicianni Enrico Creaco Francesco Granata | 2023/11/1 |
Future trends of reference evapotranspiration in Sicily based on CORDEX data and Machine Learning algorithms | Agricultural Water Management | Fabio Di Nunno Francesco Granata | 2023/4/30 |
A stacked machine learning model for multi-step ahead prediction of lake surface water temperature | Science of the Total Environment | Fabio Di Nunno Senlin Zhu Mariusz Ptak Mariusz Sojka Francesco Granata | 2023/9/10 |
Short-term forecasts of streamflow in the UK based on a novel hybrid artificial intelligence algorithm | Scientific Reports | Fabio Di Nunno Giovanni de Marinis Francesco Granata | 2023/4/29 |
Groundwater level forecasting in Northern Bangladesh using nonlinear autoregressive exogenous (NARX) and extreme learning machine (ELM) neural networks | Arabian Journal of Geosciences | Fabio Di Nunno Sani Isah Abba Quoc Bao Pham Abu Reza Md. Towfiqul Islam Swapan Talukdar | 2022 |
Groundwater level prediction using machine learning algorithms in a drought-prone area | Hai Tao Mohammed Majeed Hameed Haydar Abdulameer Marhoon Mohammad Zounemat-Kermani Salim Heddam | 2022/6/7 | |
Air entrainment in drop shafts: a novel approach based on machine learning algorithms and hybrid models | Fluids | Francesco Granata Fabio Di Nunno | 2022/1/1 |
A stacked machine learning algorithm for multi-step ahead prediction of soil moisture | Hydrology | Francesco Granata Fabio Di Nunno Mohammad Najafzadeh Ibrahim Demir | 2023 |
A nonlinear autoregressive exogenous (NARX) model to predict nitrate concentration in rivers | Environmental Science and Pollution Research | Fabio Di Nunno Marco Race Francesco Granata | 2022/6 |
Hybrid machine learning models for soil saturated conductivity prediction | Water | Francesco Granata Fabio Di Nunno Giuseppe Modoni | 2022/5/27 |
Co-Authors
