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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

S. Rezaeiravesh

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Open access Sep 2026

Pairwise interactions in turbulence time series: essential measures for validating synthetic data

Abstract The synthesis of turbulence dynamics using machine learning, statistical, and dynamical system-based models has become an emerging research direction. Validation of synthetic turbulence time series is often based on marginal and second-order statistics, which may overlook whether the underlying interaction str...

S. Rezaeiravesh, D. Massaro, Philipp Schlatter · 0 citations
Open access Sep 2026

Uncertainty-driven training for three-dimensional calibrated lung nodule classification

Analysis across architectural families reveals that uncertainty-driven training benefits convolutional backbones more consistently than transformer-based architectures: EDL in particular degrades on ViT, suggesting that the Dirichlet evidence parameterisation may interact unfavourably with attention-based architectures...

Giuseppe Tripodi, A. De Rosis, S. Rezaeiravesh · 0 citations

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