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M. Kolev

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Review Open access Jul 2026

How to Write a Bibliometric-Assisted Critical Review: From Science Mapping to Critical Synthesis

Bibliometric analysis is widely used to map scientific fields, identify influential publications, and visualize thematic structures, but maps, rankings, and network clusters cannot by themselves produce a scientifically critical review. This article proposes the Bibliometric-Assisted Critical Review (BACR) framework as...

M. Kolev · 0 citations
Open access Jul 2026

Machine Learning in Materials Science: Data-Driven Discovery and Functional Applications

Machine learning (ML) in materials science refers to computational methods that learn statistical, structural, or physics-informed relationships from experimental, computational, and literature-derived materials data. These methods are used to predict materials properties, identify structure–property and process–struct...

M. Kolev · 0 citations

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