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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

B. McKeon

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Open access Sep 2026

An iterative method to link surface roughness and turbulent mean-flow response using resolvent analysis

Abstract Content of image described in text. A physics-based model is developed to predict the spatially varying sensitivity of turbulence to roughness geometry and the corresponding flow modifications. Resolvent analysis with a drag-normalized, Reynolds-decomposed volume penalization is formulated to efficiently link...

M. Chan, Oliver Khan, U. Piomelli et al. · 0 citations
Preprint Aug 2026

Data-driven linear analysis of dynamical systems via nonlinearity-subtracted dynamic mode decomposition

The Dynamic Mode Decomposition (DMD) has been consolidated as a basic tool for data-driven analysis of dynamical systems, allowing simultaneous identification of coherent structures and their dynamics from time-resolved measurements. However, with a linear regression at its core, DMD is unable to produce accurate model...

Benjamín Herrmann, Katherine Cao, S. Brunton et al. · 0 citations

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