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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

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Marcus Stoffel

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#graph neural networks Open access Sep 2026

Global Graph Surrogates and Neural Graph Elements for Computational Mechanics

ABSTRACT Machine learning surrogates are increasingly used to accelerate physics‐based simulations by predicting full‐field responses at a fraction of the computational cost. In this contribution, we present two complementary graph‐based approaches for surrogate modelling in computational mechanics. Both methods are ex...

Rutwik Gulakala, Marcus Stoffel · 0 citations

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