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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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Akshat Jani

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#artificial intelligence Review Oct 2026

From 1D Benchmarks to Complex 3D Geometries: Can Agents Reliably Specify Problems for Automated PDE Simulation?

This workflow combines model extraction with deterministic scientific and capability checks, explicit clarification, and validated local patches that preserve unrelated accepted fields to study whether agents can reliably construct complete executable JSON specifications for automated geometry creation, meshing, PDE so...

Akshat Jani, Sakhinana Sagar Srinivas, Venkataramana Runkana · 0 citations

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