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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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Chuang-Lin Xu

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Conference Open access Oct 2026

Thermo-mechanical topology optimization using neural networks with gradient injection

Topology optimization using neural networks (TOuNN) parameterizes the density field via a compact fully-connected network and performs design updates through automatic differentiation, ensuring mesh independence and smooth boundaries. Existing TOuNN frameworks are restricted to purely mechanical problems. Under thermo-...

Chuang-Lin Xu, Rui Mu · 0 citations

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