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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

Viviana Acquaviva

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2 papers indexed here

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Preprint Aug 2026

How well is surface ocean carbon represented in observations and ocean models?

We introduce a general framework for quantifying the information content and representation quality of complex geophysical datasets based on the intrinsic dimension and differentiable information imbalance of data manifolds. We use it to derive and compare optimal representations of surface ocean carbon in the SOCAT da...

Viviana Acquaviva, Romina Wild, Alessandro Laio et al. · 0 citations
#artificial intelligence Preprint Sep 2026

Neptune: An AI model for Global Ocean Subseasonal Prediction

Neptune provides compelling evidence that end-to-end data-driven ocean emulators can become a powerful component of next-generation S2S forecasting systems, emulating ocean state at high spatio-temporal resolution.

Davide Donno, I. Epicoco, M. Cafaro et al. · 0 citations

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