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Author

M. Naqash

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Review Open access Aug 2026

Agentic AI for Climate-Resilient Cities: A PRISMA-Guided Review and Digital Twin Framework

A rapid review applies operationalized criteria to separate Agentic AI from conventional machine learning for SDG 11 and SDG 13, revealing a field growing sharply since 2023, clustered in a few urban and climate domains, with almost no validated cross-domain deployment.

Toqeer Ali Syed, Ali Akarma, M. Naqash et al. · 10 citations
Open access Jul 2026

Agentic AI-enhanced digital twins for Smart City civil infrastructure: A secure, autonomous and auditable management framework

Results demonstrate that combining simulation-enabled digital twins with governance-aware agentic orchestration measurably improves response efficiency, recommendation quality, and action accountability within the bounds of a synthetic evaluation environment.

Toqeer Ali Syed, Ali Akarma, Ali Alatify et al. · 7 citations

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