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Intelligent Product Conceptual Design: A Comparative Review of Paradigms, Challenges, and Future Trends

2026-08-14

Abstract excerpt

<title>Abstract</title> <p>Intelligent product conceptual design (IPCD) is evolving from predominantly symbolic reasoning systems toward data-driven, generative, and hybrid AI architectures, yet the field lacks a coherent understanding of how these paradigms redistribute design knowledge, reasoning, automation, and human agency. This review examines 247 studies published between 1990 and 2026 using a PRISMA-infor...

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Literature Corpus work: 51b0a6ec-f4dc-5655-ad19-543630c63f41
DOI: 10.21203/rs.3.rs-10690714/v1

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