Massachusetts Institute of Technology, Institute for Data, Systems, and Society, Cambridge, MA, 02139, USA.
Massachusetts Institute of Technology, Department of Materials Science & Engineering, Cambridge, MA, 02139, USA.
Sci Data. 2022 Mar 30;9(1):128. doi: 10.1038/s41597-022-01215-7.
Researchers continue to explore and develop aluminum alloys with new compositions and improved performance characteristics. An understanding of the current design space can help accelerate the discovery of new alloys. We present two datasets: 1) chemical composition, and 2) mechanical properties for predominantly wrought aluminum alloys. The first dataset contains 14,884 entries on aluminum alloy compositions extracted from academic literature and US patents using text processing techniques, including 550 wrought aluminum alloys which are already registered with the Aluminum Association. The second dataset contains 1,278 entries on mechanical properties for aluminum alloys, where each entry is associated with a particular wrought series designation, extracted from tables in academic literature.
研究人员继续探索和开发具有新成分和改进性能特点的铝合金。对当前设计空间的理解有助于加速新合金的发现。我们提供了两个数据集：1）化学成分，2）机械性能，主要针对变形铝合金。第一个数据集包含 14884 条从学术文献和美国专利中使用文本处理技术提取的铝合金成分记录，其中包括 550 种已经在美国铝协会注册的变形铝合金。第二个数据集包含 1278 条关于铝合金机械性能的记录，其中每个记录都与从学术文献中的表格中提取的特定变形系列指定相关联。
