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Fabricating Three-Dimensional Metamaterials Using Additive Manufacturing: An Overview

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Metamaterials offer unique properties, demonstrating sensitivity to stimuli and design flexibility for various applications.
Additive manufacturing techniques like selective laser melting achieve precision as fine as 20–100 μm, enhancing metamaterial fabrication.
Machine learning models show R2 values exceeding 0.97, indicating significant accuracy improvements in the design and analysis of metamaterials.
This work systematically reviews the relationship between various additive manufacturing processes and the properties of 3D metamaterials to meet rising efficiency demands.

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Comprehensive review highlights advances in additive manufacturing and machine learning for metamaterials, suggesting new applications.

Subeshan et al. (2025) studied this question.

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