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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

Barry Smith

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Book Jul 2026

Improving Usability and Productivity of PETSc with Agent-Based Workflows

This work position PETSc as a domain-aware component in multi-step AI workflows that span question answering, code development, execution, and verification, and describes the infrastructure and prototype services that support these capabilities and outline their potential to enable more effective, reliable, and scalable AI-assisted workflows in scientific computing.

Barry Smith, Hong Zhang, Junchao Zhang et al. · 1 citation

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