Marco Castangia

Transformer neural networks for interpretable flood forecasting

Marco Castangia, Lina Maria Medina Grajales, Alessandro Aliberti et al. · Environmental Modelling & Software · 2022 · 129 citations

Engineering, Data Science, Transformer Neural Networks +6

A compound of feature selection techniques to improve solar radiation forecasting

Marco Castangia, Alessandro Aliberti, Lorenzo Bottaccioli et al. · Expert Systems with Applications · 2021 · 73 citations

Meteorology, Solar Radiation Forecasting, Engineering +11

Solar radiation forecasting with deep learning techniques integrating geostationary satellite images

Raimondo Gallo, Marco Castangia, Alberto Macii et al. · Engineering Applications of Artificial Intelligence · 2022 · 45 citations

Earth Observation, Geostationary Satellite Images, Engineering +10

Anomaly detection on household appliances based on variational autoencoders

Marco Castangia, Riccardo Sappa, Awet Abraha Girmay et al. · Sustainable Energy Grids and Networks · 2022 · 22 citations

Anomaly Detection, Machine Learning, Data Science +6