An automated materials and processes identification tool for material informatics using deep learning approach

• Main Authors: Miah, M. Saef Ullah, Junaida, Sulaiman, Sarwar, Talha, Nur, Ibrahim, Masuduzzaman, Md, Rajan, Jose
• Format: Article
• Language: English
• Published: Elsevier Ltd 2023
• Subjects: HD28 Management. Industrial Management; QA75 Electronic computers. Computer science
• Online Access: http://umpir.ump.edu.my/id/eprint/39186/1/An%20automated%20materials%20and%20processes%20identification%20tool%20for.pdf; http://umpir.ump.edu.my/id/eprint/39186/; https://doi.org/10.1016/j.heliyon.2023.e20003

This article reports a tool that enables Materials Informatics, termed as MatRec, via a deep learning approach. The tool captures data, makes appropriate domain suggestions, extracts various entities such as materials and processes, and helps to establish entity-value relationships. This tool uses k...