Wang Yihui, Sha Wei, Xiao Mi, Gao Liang
State Key Laboratory of Intelligent Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, 430074, China.
Adv Sci (Weinh). 2024 Oct;11(40):e2406116. doi: 10.1002/advs.202406116. Epub 2024 Sep 3.
Thermal metamaterials are typically achieved by mixing different natural materials to realize effective thermal conductivities (ETCs) that conventional materials do not possess. However, the necessity for multifunctional design of metamaterials, encompassing both thermal and mechanical functionalities, is somewhat overlooked, resulting in the fixation of mechanical properties in thermal metamaterials designed within current research endeavors. Thus far, conventional methods have faced challenges in designing thermal metamaterials with configurable mechanical properties because of intricate inherent relationships among the structural configuration, thermal and mechanical properties in metamaterials. Here, a data-driven approach is proposed to design a thermal metamaterial capable of seamlessly achieving thermal functionalities and harnessing the advantages of microstructural diversity to configure its mechanical properties. The designed metamaterial possesses thermal cloaking functionality while exhibiting exceptional mechanical properties, such as load-bearing capacity, shearing strength, and tensile resistance, thereby affording mechanical protection for the thermal metadevice. The proposed approach can generate numerous distinct inverse design candidate topological functional cells (TFCs), designing thermal metamaterials with dramatic improvements in mechanical properties compared to traditional ones, which sets up a novel paradigm for discovering thermal metamaterials with extraordinary mechanical structures. Furthermore, this approach also paves the way for investigating thermal metamaterials with additional physical properties.
热超材料通常是通过混合不同的天然材料来实现常规材料所不具备的有效热导率(ETC)。然而,超材料多功能设计的必要性,包括热功能和机械功能,在一定程度上被忽视了,导致当前研究中设计的热超材料的机械性能固定不变。到目前为止,传统方法在设计具有可配置机械性能的热超材料时面临挑战,因为超材料的结构配置、热性能和机械性能之间存在复杂的内在关系。在此,提出一种数据驱动的方法来设计一种热超材料,它能够无缝实现热功能,并利用微观结构多样性的优势来配置其机械性能。所设计的超材料具有热隐身功能,同时展现出卓越的机械性能,如承载能力、抗剪强度和抗拉强度,从而为热超器件提供机械保护。所提出的方法可以生成众多不同的逆设计候选拓扑功能单元(TFC),设计出与传统热超材料相比机械性能有显著提升的热超材料,这为发现具有非凡机械结构的热超材料建立了一种新范式。此外,这种方法还为研究具有其他物理性能的热超材料铺平了道路。