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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

J. Rubin

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2 papers indexed here

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Sep 2026

Distribution-respecting Model-space Vertical Localization for the Non-Variational Ensemble Data Assimilation of nonlocal Observations: Formulation and Experiments with Clear-sky Infrared Radiances

Operational meteorological ensemble data assimilation (EnsDA) systems frequently assimilate satellite radiance observations. These observations are non-local because they represent spatially-integrated atmospheric information. For ensemble Kalman filters (EnKFs), model-space localization has been hypothesized to be s...

Man-Yau Chan, E. Satterfield, J. Rubin · 0 citations
Open access Aug 2026

Delaminating the Marine Atmospheric Boundary and Saharan Air Layers: Observations and modeling by MAGPIE to understand marine boundary and lower free troposphere layer inhomogeneity over the Northwest Tropical Atlantic

Simplifying the atmosphere into discrete layers, such as the Marine Atmospheric Boundary Layer (MABL) and its surface, mixed, and detrainment layers, as well as the Saharan Air Layer (SAL) aloft, is necessary in maritime meteorological modeling and data analysis. However, data reduction risks losing critical informat...

J. S. Reid, Joshua H. Cossuth, C. Gaston et al. · 0 citations

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