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Daniele Nerini
ORCID
Publication Activity (10 Years)
Years Active: 2020-2023
Publications (10 Years): 4
Top Topics
Video Super Resolution
Adaptive Regularization
Low Resolution Images
Diffusion Models
Top Venues
CoRR
IEEE Trans. Geosci. Remote. Sens.
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Publications
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Jussi Leinonen
,
Ulrich Hamann
,
Daniele Nerini
,
Urs Germann
,
Gabriele Franch
Latent diffusion models for generative precipitation nowcasting with accurate uncertainty quantification.
CoRR
(2023)
Francesco Zanetta
,
Daniele Nerini
,
Tom Beucler
,
Mark A. Liniger
Physics-constrained deep learning postprocessing of temperature and humidity.
CoRR
(2022)
Jussi Leinonen
,
Daniele Nerini
,
Alexis Berne
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields With a Generative Adversarial Network.
IEEE Trans. Geosci. Remote. Sens.
59 (9) (2021)
Jussi Leinonen
,
Daniele Nerini
,
Alexis Berne
Stochastic Super-Resolution for Downscaling Time-Evolving Atmospheric Fields with a Generative Adversarial Network.
CoRR
(2020)