10 citations · 17 across the 7 of their papers we have counts for
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cs.CE2025
EBCC v0.2: Error bounded compression for weather and climate applications
Langwen Huang, Luigi Fusco, Florian Scheidl +5
As the resolution of weather and climate simulations increases, the amount of data produced is growing rapidly from hundreds of terabytes to tens of petabytes. These data volumes l…
cs.CE2024★ 10 cited
DiffDA: a Diffusion Model for Weather-scale Data Assimilation
Langwen Huang, Lukas Gianinazzi, Yuejiang Yu +2
The generation of initial conditions via accurate data assimilation is crucial for weather forecasting and climate modeling. We propose DiffDA as a denoising diffusion model capabl…