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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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H. Mahmood

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Review Open access Jul 2026

Artificial Intelligence-Enabled Digital Twins for Smart Manufacturing and Predictive Maintenance

Findings indicate that AI-enabled digital twins significantly improve equipment reliability, reduce unexpected failures, enhance resource utilization, and enable proactive manufacturing strategies, however, challenges related to interoperability, cybersecurity, computational complexity, data quality, and governance remain critical barriers to widespread industrial adoption.

H. Mahmood · 0 citations

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