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Author

Jamal Shah

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Review Open access Sep 2026

From Raw Scientific Data to Trusted Discovery: Agentic AI for FAIR and Reproducible Data Science: A Systematic Review of Data Engineering, Semantic Data Models, Multimodal Analytics, Provenance, and Human Oversight

Agentic artificial intelligence (AI) is beginning to change scientific data work from a sequence of manually connected tasks into a set of tool-mediated, partially autonomous workflows. That shift creates a practical question: can agents accelerate analysis without weakening the findability, accessibility, interoperabi...

Jamal Shah, Sunila Kiran, Muhammad Hasnain et al. · 0 citations

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