3 papers
stat.AP2024
Online stochastic generators using Slepian bases for regional bivariate wind speed ensembles from ERA5
Yan Song, Zubair Khalid, Marc G. Genton
Reanalysis data, such as ERA5, provide a comprehensive and detailed representation of the Earth's system by assimilating observations into climate models. While crucial for climate…
stat.CO2024
Boosting Earth System Model Outputs And Saving PetaBytes in their Storage Using Exascale Climate Emulators
Sameh Abdulah, Allison H. Baker, George Bosilca +9
We present the design and scalable implementation of an exascale climate emulator for addressing the escalating computational and storage requirements of high-resolution Earth Syst…
stat.AP2024
Efficient stochastic generators with spherical harmonic transformation for high-resolution global climate simulations from CESM2-LENS2
Yan Song, Zubair Khalid, Marc G. Genton
Earth system models (ESMs) are fundamental for understanding Earth's complex climate system. However, the computational demands and storage requirements of ESM simulations limit th…