Gabriele Franch

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Diffusion Models

Laplace Transform

Top Venues

Publications

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 (2024)
Gabriele Franch, Elena Tomasi, Rishabh Wanjari, Virginia Poli, Chiara Cardinali, Pier Paolo Alberoni, Marco Cristoforetti
GPTCast: a weather language model for precipitation nowcasting. CoRR (2024)
Jussi Leinonen, Ulrich Hamann, Daniele Nerini, Urs Germann, Gabriele Franch
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification. CoRR (2023)
Alexandra Jarna Ganerød, Gabriele Franch, Erin Lindsay, Martina Calovi
Automating global landslide detection with heterogeneous ensemble deep-learning classification. CoRR (2023)
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) (2019)
Gabriele Franch, Giuseppe Jurman, Luca Coviello, Marta Pendesini, Cesare Furlanello
MASS-UMAP: Fast and accurate analog ensemble search in weather radar archive. CoRR (2019)