Data-driven design of isotropic and high-stiffness TPMS-based aperiodicity-induced architected material (TAAM)

For their excellent stiffness-to-weight characteristics, triply periodic minimal surfaces (TPMS) are widely adopted in architected materials. However, their geometric regularity often leads to elastic anisotropy, limiting their effectiveness under complex loading. To address this, we propose TPMS-ba...

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Autores principales:	Minwoo Park, Junheui Jo, Seunghwa Ryu
Formato:	Artigo
Lenguaje:	Inglês
Publicado:	Elsevier 2025-12-01
Colección:	Materials & Design
Materias:	TPMS-based aperiodicity-induced architected materials (TAAM) Architected materials Multi-objective Bayesian optimization (MBO) Data-driven optimization Additive manufacturing
Acceso en línea:	http://www.sciencedirect.com/science/article/pii/S0264127525014868
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