Physics-informed deep learning framework to model intense precipitation events at super resolution

Physical modeling of precipitation at fine (sub-kilometer) spatial scales is computationally very expensive. This study develops a highly efficient framework for this task by coupling deep learning (DL) and physical modeling. This framework is developed and tested using regional climate simulations...

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Detalles Bibliográficos
Autores principales: Teufel, B., Carmo, F., Sushama, L., Sun, L., Khaliq, M. N., Bélair, S., Shamseldin, A., Kumar, D. Nagesh, Vaze, J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2023
Materias:
Research Letter
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10113348/
https://www.ncbi.nlm.nih.gov/pubmed/37092029
http://dx.doi.org/10.1186/s40562-023-00272-z

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10113348/
https://www.ncbi.nlm.nih.gov/pubmed/37092029
http://dx.doi.org/10.1186/s40562-023-00272-z

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