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B. Özcan

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Review Open access Aug 2026

Master Data Quality Challenges as a Barrier to AI Integration in Large-Scale Enterprise Systems

The article identifies three results: master data defects move through reporting and AI pipelines, S/4HANA transformations expose tolerated legacy errors, and AI readiness requires governed data quality gates before model deployment.

B. Özcan · 0 citations
#artificial intelligence Open access Nov 2026

Generative AI Methodology for the Conceptual Topology Design of Bridges from Topography Images

This work presents an alternative, result-oriented, data-driven method based on generative AI to assist engineers in the conceptual design phase of bridge construction, and demonstrates that result-oriented, data-driven generative models can support early-stage bridge topology exploration under controlled conditions.

Aswin Lal, Chong-Jie Kang, B. Özcan et al. · 0 citations

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