piml-assembly-tolerance-review

Description

This dataset supports a systematic review of physics-informed machine learning for assembly tolerance analysis in smart manufacturing. It contains the literature search pool, screened and coded studies, metadata, and analysis outputs used to examine research trends, application areas, validation practices, and deployment maturity. The data were gathered from OpenAlex, Semantic Scholar, and Crossref using predefined search queries and screening criteria, and can be used to reproduce the review analyses or conduct further bibliometric and evidence-synthesis studies.

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