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Chapter 2

Computational Materials Discovery Using Evolutionary Algorithms

Evolutionary algorithms, as implemented in the USPEX code, offer a very attractive and powerful way for computational materials discovery, and this is demonstrated by their very wide applications. In this chapter we review this methodology, its adaptation to variable-composition systems, surfaces, nanoparticles, molecular crystals, and proteins. We discuss the reasons why it works so well. We discuss a number of interesting applications of this methodology to materials discovery—including superhard materials, high-Tc superconductors, high energy density materials, electrides, 2D-materials, polymers, and chemically anomalous solids and nanoparticles.

Publication details


Print publication date
02 Nov 2018
Copyright year
2019
Print ISBN
978-1-78262-961-0
PDF eISBN
978-1-78801-012-2
ePub eISBN
978-1-78801-562-2