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

Springer Series in Materials Science（2016）

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摘要

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.

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