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International Journal of AI for
Materials and Design AI applications in composite materials
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Figure 8. Structure of VAE and research utilizing VAE in the field of composite materials. (A) Structure of VAE; (B) VAE framework for material discovery
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of SMPs with targeted glass transition temperature. Reprinted with permission from Teimouri and Li. Copyright © 2024 John Wiley and Sons; (C) VAE
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framework used for designing unit cells and their arrangements to achieve impact mitigation with desired performance in metamaterials. Reprinted with
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permission from Wang et al. Copyright © 2024 Elsevier.
Abbreviations: DSC: Dice similarity coefficient; SMPs: Shape memory polymers; VAE: Variational autoencoders.
Volume 2 Issue 3 (2025) 14 doi: 10.36922/IJAMD025210016
