自组装制造的机械超材料:透视

Hanxun Jin, Horacio D. Espinosa
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引用次数: 0

摘要

机械超材料的独特机械特性源于其结构设计而非材料成分,因此在工程应用中越来越受欢迎。特别是,自组装技术的最新进展为制造承重机械超材料提供了可能,与增材制造(AM)相比,它具有无与伦比的特征尺寸控制和可扩展性。然而,这一领域仍处于早期阶段。在本文中,我们首先概述了最先进的自组装技术,重点介绍了共聚物和胶体晶体自组装工艺。然后,我们讨论了这一研究领域当前的挑战和未来的机遇,重点是新型制造方法、对高通量表征方法的需求,以及机器学习(ML)和实验室自动化在反向设计中的整合。鉴于最近在所有这些领域取得的进展,我们预计利用自组装技术制造的机械超材料将对依赖轻质、高强度和韧性材料的各种应用产生影响。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanical Metamaterials Fabricated from Self-assembly: A Perspective
Mechanical metamaterials, whose unique mechanical properties stem from their structural design rather than material constituents, are gaining popularity in engineering applications. In particular, recent advances in self-assembly techniques offer the potential to fabricate load-bearing mechanical metamaterials with unparalleled feature size control and scalability compared to those produced by additive manufacturing (AM). Yet, the field is still in its early stages. In this perspective, we first provide an overview of the state-of-the-art self-assembly techniques, with a focus on the copolymer and colloid crystal self-assembly processes. We then discuss current challenges and future opportunities in this research area, focusing on novel fabrication approaches, the need for high-throughput characterization methods, and the integration of Machine Learning (ML) and lab automation for inverse design. Given recent progress in all these areas, we foresee mechanical metamaterials fabricated from self-assembly techniques impacting a variety of applications relying on lightweight, strong, and tough materials.
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