Simone Monaco

Training physics-informed neural networks: One learning to rule them all?

Simone Monaco, Daniele Apiletti · Results in Engineering · 2023 · 31 citations · Full text

Artificial Intelligence, Evolving Neural Network, Engineering +10

Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction

Simone Monaco, Salvatore Greco, Alessandro Farasin et al. · Applied Sciences · 2021 · 26 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +18

A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery

Luca Colomba, Alessandro Farasin, Simone Monaco et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 17 citations · Full text

Convolutional Neural Network, Environmental Monitoring, Machine Learning +25

Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images

Simone Monaco, Andrea Pasini, Daniele Apiletti et al. · 2020 · 12 citations

Convolutional Neural Network, Deep Learning U-nets, Machine Learning +21