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Doaa Mohamed

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#machine learning Preprint Sep 2026

Knowledge-Driven XRD Phase Identification via Multi-View Retrieval and Explanation

A multi-decision framework for XRD phase analysis that integrates representation learning, similarity-based retrieval, and explainable decision support within a unified reference database is proposed and supports reliable, analyst-friendly identification of crystal phases and structures in high-throughput and explorato...

Doaa Mohamed, Markus Stricker · 0 citations

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