Olivia P. Pfeiffer¹, Haihao Liu², Luca Montanelli², Marat I. Latypov³, Fatih G. Sen³, Vishwanath Hegadekatte³, Elsa A. Olivetti^2*, Eric R. Homer^4*

1 Massachusetts Institute of Technology, Institute for Data, Systems, and Society, Cambridge, MA 02139

2 Massachusetts Institute of Technology, Department of Materials Science & Engineering, Cambridge, MA 02139

3 Novelis Global Research & Technology Center, Kennesaw, GA 30144

4 Brigham Young University, Department of Mechanical Engineering, Provo, UT 84602

* Corresponding authors emails: elsao@mit.edu, eric.homer@byu.edu

DOI10.24435/materialscloud:tb-30 [version v2]

Publication date: Nov 29, 2021

How to cite this record

Olivia P. Pfeiffer, Haihao Liu, Luca Montanelli, Marat I. Latypov, Fatih G. Sen, Vishwanath Hegadekatte, Elsa A. Olivetti, Eric R. Homer, Aluminum alloy compositions and properties extracted from a corpus of scientific manuscripts and US patents, Materials Cloud Archive 2021.200 (2021), https://doi.org/10.24435/materialscloud:tb-30

Description

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.

Materials Cloud sections using this data

Files

File name	Size	Description
composition.csv MD5md5:aaa149b0041efe099f9ec3c7fe999cee	3.0 MiB	Aluminum alloy compositions extracted from scientific literature and US patents
property.csv MD5md5:a16b87088449b309520623f2b6ef959b	196.2 KiB	Aluminum alloy mechanical properties extracted from tables in scientific literature
README.txt MD5md5:8a4460f429323feba30ecd37ae13dc3a	3.7 KiB	Readme file

License

Files and data are licensed under the terms of the following license: Creative Commons Attribution 4.0 International.
Metadata, except for email addresses, are licensed under the Creative Commons Attribution Share-Alike 4.0 International license.

External references

Keywords

Aluminum Metals and alloys Chemical composition Mechanical properties Materials discovery