Artificial intelligence for the earth systems

Transferability and explainability of deep learning emulators for regional climate model projections: Perspectives for future applications

Pub Date : 2024-07-15 DOI: 10.1175/aies-d-23-0099.1 Jorge Baño-Medina, M. Iturbide, Jesús Fernández, José Manuel Gutiérrez

Classification of ice particle shapes using machine learning on forward light scattering images

Pub Date : 2024-07-10 DOI: 10.1175/aies-d-23-0091.1 Carl G. Schmitt, E. Järvinen, M. Schnaiter, D. Vas, Lea Hartl, Telayna Wong, M. Stuefer

Convolutional encoding and normalizing flows: a deep learning approach for offshore wind speed probabilistic forecasting in the Mediterranean Sea

Pub Date : 2024-07-09 DOI: 10.1175/aies-d-23-0112.1 Robin Marcille, P. Tandeo, Maxime Thiébaut, Pierre Pinson, R. Fablet