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Yuwei Zhang

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Review Open access 2026

Multimodal Machine Learning for Data-Driven Materials Selection: A Review of Foundations, Advances, and Future Directions

This review aims to offer a conceptual framework and a solid reference for building intelligent multimodal material selection systems and presents a forward-looking research agenda covering self-supervised learning, knowledge-enhanced models, and interpretable human–AI collaboration.

Yuwei Zhang, Chou Yong Tan, Beichen Wang et al. · 0 citations