Sfoglia per Autore
Can advanced machine learning techniques help to reconstruct barn swallows’ long-distance migratory paths?
2018-01-01 Pancerasa, M.; Sangiorgio, M.; Winkler, D. W.; Ambrosini, R.; Saino, N.; Casagrandi, R.
Integrating Economy, Energy, Air Pollution in Building Renovation Plans
2018-01-01 Guariso, Giorgio; Sangiorgio, Matteo
NN-based implicit stochastic optimization of multi-reservoir systems management
2018-01-01 Sangiorgio, Matteo; Guariso, Giorgio
Modelli neurali per la previsione a più passi di variabili meteorologiche
2019-01-01 Guariso, G.; Sangiorgio, M.
Improved extreme rainfall events forecasting using neural networks and water vapor measures
2019-01-01 Sangiorgio, M.; Barindelli, S.; Biondi, R.; Solazzo, E.; Realini, E.; Venuti, G.; Guariso, G.
Reconstruction of long-distance bird migration routes using advanced machine learning techniques on geolocator data
2019-01-01 Pancerasa, Mattia; Sangiorgio, Matteo; Ambrosini, Roberto; Saino, Nicola; Winkler David, W.; Casagrandi, Renato
Multi-objective planning of building stock renovation
2019-01-01 Guariso, Giorgio; Sangiorgio, Matteo
Global sustainable irrigation expansion potential under climate change
2020-01-01 Rosa, L.; Beltran, A.; Sangiorgio, M.; Chiarelli, D. D.; Rulli, M. C.; D'Odorico, P.; Fung, I. Y.
Spanning the Pareto Frontier of Environmental Problems
2020-01-01 Guariso, G.; Sangiorgio, M.
Reconstructing Environmental Variables with Missing Field Data via End-to-End Machine Learning
2020-01-01 Sangiorgio, M.; Barindelli, S.; Guglieri, V.; Venuti, G.; Guariso, G.
A comparative study on machine learning techniques for intense convective rainfall events forecasting
2020-01-01 Sangiorgio, M.; Barindelli, S.; Guglieri, V.; Biondi, R.; Solazzo, E.; Realini, E.; Venuti, G.; Guariso, G.
Potential for sustainable irrigation expansion in a 3 °C warmer climate
2020-01-01 Rosa, Lorenzo; Chiarelli, Davide Danilo; Sangiorgio, Matteo; Beltran-Peña, Areidy Aracely; Rulli, Maria Cristina; D’Odorico, Paolo; Fung, Inez
An empirical assessment of the universality of ANNs to predict oscillatory time series
2020-01-01 Dercole, F.; Sangiorgio, M.; Schmirander, Y.
Improving the Performance of Multiobjective Genetic Algorithms: An Elitism-Based Approach
2020-01-01 Guariso, Giorgio; Sangiorgio, Matteo
Valuing the Cost of Delayed Energy Actions
2020-01-01 Guariso, G.; Sangiorgio, M.
Spatio-temporal analysis of intense convective storms tracks in a densely urbanized Italian Basin
2020-01-01 Sangiorgio, M.; Barindelli, S.
Robustness of LSTM neural networks for multi-step forecasting of chaotic time series
2020-01-01 Sangiorgio, M.; Dercole, F.
Multi-Step Solar Irradiance Forecasting and Domain Adaptation of Deep Neural Networks
2020-01-01 Guariso, G.; Nunnari, G.; Sangiorgio, M.
Performance of Implicit Stochastic Approaches to the Synthesis of Multireservoir Operating Rules
2020-01-01 Guariso, G.; Sangiorgio, M.
Comparative analysis of different spatial clustering techniques to model Arctic sea ice dynamics
2021-01-01 Sangiorgio, M.; Bianco, E.; Iovino, D.; Materia, S.; Castelletti, A.
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