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Aluminum alloy compositions and properties extracted from a corpus of scientific manuscripts and US patents

Olivia P. Pfeiffer1*, Haihao Liu2, Luca Montanelli2, Marat I. Latypov3, Fatih G. Sen3, Vishwanath Hegadekatte3, Elsa A. Olivetti2*, Eric R. Homer4*

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: oliviap@mit.edu, elsao@mit.edu, eric.homer@byu.edu
DOI10.24435/materialscloud:vx-fy [version v1]

Publication date: Jun 01, 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 2021.80 (2021), doi: 10.24435/materialscloud:vx-fy.

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 13,358 entries on aluminum alloy compositions extracted from academic literature and US patents using text processing techniques, in addition to 93 wrought aluminum alloys which are already registered with the Aluminum Association. The second dataset contains 1,268 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

No Explore or Discover sections associated with this archive record.

Files

File name Size Description
composition.csv
MD5md5:4f4bb79d67020815315639d8fa411325
2.7 MiB Aluminum alloy compositions extracted from scientific literature and US patents
property.csv
MD5md5:67b34f30086be860fd988802fbada8d3
194.3 KiB Aluminum alloy mechanical properties extracted from tables in scientific literature
README.txt
MD5md5:cf8947497f6ddf151a9fc26f4155df14
3.4 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

Journal reference (Paper in Preparation where the data is described)
O. Pfeiffer, H. Liu, L. Montanelli, M. Latypov, F. Sen, V. Hegadekatte, E. Olivetti, E. Homer, Sci Data (in preparation)

Keywords

Aluminum Metals and alloys Chemical composition Mechanical properties Materials discovery

Version history:

2021.80 (version v1) [This version] Jun 01, 2021 DOI10.24435/materialscloud:vx-fy