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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

Timur Zakarin

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Preprint Jul 2026

LLMs in Process Diagram Engineering: From Optimal PFDs to Validated P&IDs

A unified pipeline - coupling GA/LLM-driven synthesis with an LLM-based transformation agent - offers a feasible path toward end-to-end process design automation by producing validated, deployable outputs and substantially reduces manual engineering effort.

Timur Zakarin, S. Voitov, Sergei Shumilin et al. · 0 citations

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