Nowcasting: previsioni meteo a breve termine basate su Intelligenza Artificiale
AI for short weather forecast modeling and alerting (video in Italian) 
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portfolio
publications
MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives
Published in Remote Sensing, 2019
Recommended citation: Gabriele Franch, Giuseppe Jurman, Luca Coviello, Marta Pendesini, Cesare Furlanello, "MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives." Remote Sensing, 2019. https://www.mdpi.com/2072-4292/11/24/2922
Precipitation Nowcasting with Orographic Enhanced Stacked Generalization: Improving Deep Learning Predictions on Extreme Events
Published in Atmosphere, 2020
Recommended citation: Gabriele Franch, Daniele Nerini, Marta Pendesini, Luca Coviello, Giuseppe Jurman, Cesare Furlanello, "Precipitation Nowcasting with Orographic Enhanced Stacked Generalization: Improving Deep Learning Predictions on Extreme Events." Atmosphere, 2020. https://www.mdpi.com/2073-4433/11/3/267
Multiple geometry atmospheric correction for image spectroscopy using deep learning
Published in Journal of Applied Remote Sensing, 2020
Recommended citation: Fangcao Xu, Guido Cervone, Gabriele Franch, Mark Salvador, "Multiple geometry atmospheric correction for image spectroscopy using deep learning." Journal of Applied Remote Sensing, 2020. https://www.spiedigitallibrary.org/journals/journal-of-applied-remote-sensing/volume-14/issue-02/024518/Multiple-geometry-atmospheric-correction-for-image-spectroscopy-using-deep-learning/10.1117/1.JRS.14.024518.full
TAASRAD19, a high-resolution weather radar reflectivity dataset for precipitation nowcasting
Published in Scientific Data, 2020
Recommended citation: Gabriele Franch, Valerio Maggio, Luca Coviello, Marta Pendesini, Giuseppe Jurman, Cesare Furlanello, "TAASRAD19, a high-resolution weather radar reflectivity dataset for precipitation nowcasting." Scientific Data, 2020. http://www.nature.com/articles/s41597-020-0574-8
Deep Learning for Spatiotemporal Nowcasting
Published in Phd Thesis, 2021
Recommended citation: Gabriele Franch, "Deep Learning for Spatiotemporal Nowcasting." Phd Thesis, 2021. https://iris.unitn.it/handle/11572/295096
Meteonetwork: An Open Crowdsourced Weather Data System
Published in Atmosphere, 2022
Recommended citation: Marco Giazzi, Gianandrea Peressutti, Luca Cerri, Matteo Fumi, Isabella Riva, Andrea Chini, Gianluca Ferrari, Guido Cioni, Gabriele Franch, Gianni Tartari, Flavio Galbiati, Vincenzo Condemi, Alessandro Ceppi, "Meteonetwork: An Open Crowdsourced Weather Data System." Atmosphere, 2022. https://www.mdpi.com/2073-4433/13/6/928
talks
Precipitation nowcasting by the combination of generative and transformer deep learning models
Published:
Ensemble precipitation nowcasting by combination of generative and transformer deep learning models
Published:
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.