A perspective on materials informatics: State-of-the-art and challenges

T. Lookman; P. V. Balachandran; D. Xue; G. Pilania; T. Shearman; J. Theiler; J. E. Gubernatis; J. Hogden; K. Barros; E. BenNaim; F. J. Alexander

Conference Proceedings

A perspective on materials informatics: State-of-the-art and challenges

Lookman T
Balachandran P
Xue D
et al.

Springer Series in Materials Science (2015) 225 3-12

DOI: 10.1007/978-3-319-23871-5_1

16Citations

24Readers

Get full text

Abstract

We review how classification and regression methods have been used on materials problems and outline a design loop that serves as a basis for adaptively finding materials with targeted properties.

Cite

CITATION STYLE

APA

Lookman, T., Balachandran, P. V., Xue, D., Pilania, G., Shearman, T., Theiler, J., … Alexander, F. J. (2015). A perspective on materials informatics: State-of-the-art and challenges. In Springer Series in Materials Science (Vol. 225, pp. 3–12). Springer Verlag. https://doi.org/10.1007/978-3-319-23871-5_1

A perspective on materials informatics: State-of-the-art and challenges

Abstract

Cite

Register to see more suggestions