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2020 – today
- 2024
[i5]Elena Tomasi, Gabriele Franch, Marco Cristoforetti:
Can AI be enabled to dynamical downscaling? Training a Latent Diffusion Model to mimic km-scale COSMO-CLM downscaling of ERA5 over Italy. CoRR abs/2406.13627 (2024)- [i4]Gabriele Franch, Elena Tomasi, Rishabh Wanjari, Virginia Poli, Chiara Cardinali, Pier Paolo Alberoni, Marco Cristoforetti:
GPTCast: a weather language model for precipitation nowcasting. CoRR abs/2407.02089 (2024) - 2023
- [i3]Jussi Leinonen, Ulrich Hamann, Daniele Nerini, Urs Germann, Gabriele Franch:
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification. CoRR abs/2304.12891 (2023) - [i2]Alexandra Jarna Ganerød, Gabriele Franch
, Erin Lindsay, Martina Calovi:
Automating global landslide detection with heterogeneous ensemble deep-learning classification. CoRR abs/2310.05959 (2023)
2010 – 2019
- 2019
- [j1]Gabriele Franch, Giuseppe Jurman, Luca Coviello, Marta Pendesini, Cesare Furlanello:
MASS-UMAP: Fast and Accurate Analog Ensemble Search in Weather Radar Archives. Remote. Sens. 11(24): 2922 (2019) - [i1]Gabriele Franch, Giuseppe Jurman, Luca Coviello, Marta Pendesini, Cesare Furlanello:
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive. CoRR abs/1910.01211 (2019)
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