Data underlying the publication: Mining extremal property from a large 2D truss metamaterial database
收藏4TU.ResearchData2024-12-23 更新2026-04-23 收录
下载链接:
https://data.4tu.nl/datasets/03961539-129b-43b6-9c55-cfd3f5d40a8d/2
下载链接
链接失效反馈官方服务:
资源简介:
Our project aims to explore the design space of truss metamaterials. Truss metamaterials attract considerable interest for their exceptional performance and prospects for engineering applications. These databases are generated by a generic method under potential publication. These databases comprise over 1.8 million distinctive entries, especially including numerous unprecedented metamaterials. These databases will strongly advance the emerging data-driven design strategies. <strong>Dataset S1 (.csv format).</strong> Entire architecture database of the designed metamaterials, including coordinates of flattened node-sets and elements of flattened adjacency matrices within building blocks.<strong>SubDataset for archiectures in eleven metamaterial groups ("group name"-features.csv).</strong> Eleven separated databases correspond to eleven metamaterial groups for convenient access. <strong>Dataset S2 (.csv format).</strong> Entire mechanical property database including Young’s moduli, Poisson’s ratios, shear modulus and isotropy index.<strong>SubDataset for mechanical properties</strong><strong style="background-color:rgb(255, 250, 234);"> in eleven metamaterial groups </strong><strong>("group name"-mechanical property.csv).</strong> Eleven separated databases correspond to eleven metamaterial groups for convenient access. <strong>The dataset is intended for reviews of potential publications and should not be cited or used before public publication.</strong>
本研究旨在探索桁架超材料(truss metamaterials)的设计空间。桁架超材料凭借其优异的综合性能与广阔的工程应用前景,受到学界与工业界的广泛关注。本数据集采用通用方法生成,目前处于拟正式发表阶段。该数据集包含超过180万条独特构型条目,涵盖大量此前未被报道的超材料设计,将有力推动新兴数据驱动设计策略的发展与落地。<strong>数据集S1(.csv格式)</strong>:收录设计超材料的完整构型数据库,包含构建单元内扁平化节点集的坐标,以及扁平化邻接矩阵的元素信息。<strong>11个超材料组构型子数据集(命名格式为"组名-特征.csv")</strong>:设置11个独立数据集分别对应11个超材料组,便于用户快速检索与调用。<strong>数据集S2(.csv格式)</strong>:收录完整的力学性能数据库,包含杨氏模量、泊松比、剪切模量与各向同性指数。<strong>力学性能子数据集</strong><strong style="background-color:rgb(255, 250, 234);">(针对11个超材料组)</strong>(命名格式为"组名-力学性能.csv"):设置11个独立数据集分别对应11个超材料组,便于用户快速检索与调用。<strong>本数据集仅用于拟发表论文的同行评审环节,在正式公开出版前,不得被引用或用于其他用途。</strong>
创建时间:
2024-12-23



