4.6 Review

Numerical Methods for Electronic Structure Calculations of Materials

Journal

SIAM REVIEW
Volume 52, Issue 1, Pages 3-54

Publisher

SIAM PUBLICATIONS
DOI: 10.1137/060651653

Keywords

electronic structure; quantum mechanics; Kohn-Sham equation; nonlinear eigenvalue problem; density functional theory; pseudopotentials

Funding

  1. NSF [DMR-09-41645, DMR-09-40218]
  2. DOE [DE-SC0001878, DE-FG02-06ERA6286, DE-FG02-03ER25585]
  3. Minnesota Supercomputing Institute

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The goal of this article is to give an overview of numerical problems encountered when determining the electronic structure of materials and the rich variety of techniques used to solve these problems. The paper is intended for a diverse scientific computing audience. For this reason, we assume the reader does riot have an extensive background in the related physics. Our overview focuses on the nature of the numerical problems to be solved, their origin, and the methods used to solve tire resulting linear algebra or nonlinear optimization problems. It is common knowledge that the behavior of matter at the nanoscale is, in principle, entirely determined by the Schrodinger equation. In practice, this equation in its original form is riot tractable. Successful but approximate versions of this equation, which allow one to study nontrivial systems, took about five or six decades to develop. In particular, the last two decades saw a Hurry of activity in developing effective software. One of the main practical variants of the Schrodinger equation is based on what is referred to as density functional theory (DFT). Tire combination of DFT with pseudopotentials allows one to obtain in an efficient way the ground state configuration for many materials. This article will emphasize pseudopotential-density functional theory, but other techniques will be discussed as well.

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