Stefano Ferraris

12 papers B 1Misc 1Journal 8Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
A 3D-1D virtual element method for modeling root water uptake.
Comput. Math. Appl.
Stefano Berrone, Stefano Ferraris, Denise Grappein, Gioana Teora, Fabio Vicini
2026 J jnl
Pure and Physics-Guided Deep Learning Solutions for Spatio-Temporal Groundwater Level Prediction at Arbitrary Locations.
CoRR
Matteo Salis, Gabriele Sartor, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto
2025 J jnl
A review of feature selection methods for actual evapotranspiration prediction.
Artif. Intell. Rev.
Chalachew Muluken Liyew, Stefano Ferraris, Elvira Di Nardo, Rosa Meo
2025 B conf
Extending Model-Agnostic XAI Methods for Regression Tasks in Spatio-Temporal Domains.
DS
Matteo Salis, Gabriele Sartor, Marco Pellegrino, Rosa Meo, Stefano Ferraris, Abdourrahmane M. Atto
2025 J jnl
Time Distributed Deep Learning Models for Purely Exogenous Forecasting: Application to Water Table Depth Predictions Using Weather Image Time Series.
Environ. Model. Softw.
Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo
2024 J jnl
A 3D-1D Virtual Element Method for Modeling Root Water Uptake.
CoRR
Stefano Berrone, Stefano Ferraris, Denise Grappein, Gioana Teora, Fabio Vicini
2024 J jnl
Time Distributed Deep Learning models for Purely Exogenous Forecasting. Application to Water Table Depth Prediction using Weather Image Time Series.
CoRR
Matteo Salis, Abdourrahmane M. Atto, Stefano Ferraris, Rosa Meo
2024 — conf
What's Behind This Water Table Depth Forecasting? RISE Application for Spatial, Temporal, and Spatio-Temporal Explanations.
AI4CC-IPS-RCRA-SPIRIT@AI*IA
Matteo Salis, Gabriele Sartor, Marco Pellegrino, Stefano Ferraris, Abdourrahmane M. Atto, Rosa Meo
2023 — conf
Demo: the Triangolazioni Mobile Guide for Exploring the Interconnections between Science, Art and Territory.
CHItaly
Liliana Ardissono, Francesca Bona, Carmelina Concilio, Ester Cravero, Stefano Ferraris, Fabio Ferrero, Angelo Geninatti Cossatin, Marco Giardino, Guido Magnano, Claudio Mattutino, Noemi Mauro
2023 J jnl
Machine Learning as a Strategic Tool for Helping Cocoa Farmers in Côte D'Ivoire.
Sensors
Stefano Ferraris, Rosa Meo, Stefano Pinardi, Matteo Salis, Gabriele Sartor
2023 Misc conf
Multivariate Time Series Evapotranspiration Forecasting using Machine Learning Techniques.
SAC
Chalachew Muluken Liyew, Rosa Meo, Elvira Di Nardo, Stefano Ferraris
2015 J jnl
An iterative particle filter approach for coupled hydro-geophysical inversion of a controlled infiltration experiment.
J. Comput. Phys.
Gabriele Manoli, Matteo Rossi, Damiano Pasetto, Rita Deiana, Stefano Ferraris, Giorgio Cassiani, Mario Putti