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Generalized Kohn-Sham iteration on Banach spaces.

Andre Laestadius1, Markus Penz2, Erik I Tellgren1

  • 1Hylleraas Centre for Quantum Molecular Sciences, Department of Chemistry, University of Oslo, P.O. Box 1033 Blindern, N-0315 Oslo, Norway.

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This summary is machine-generated.

This study rigorously formulates the Kohn-Sham (KS) algorithm using convex analysis, introducing a novel, regularized iteration scheme. This generalized approach ensures a well-defined KS iteration and proves convergence for density-functional theories.

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Area of Science:

  • Quantum Chemistry
  • Mathematical Physics
  • Computational Science

Background:

  • The Kohn-Sham (KS) algorithm is central to density-functional theory (DFT) for electronic structure calculations.
  • Existing formulations often lack rigorous mathematical underpinnings, particularly in generalized settings.
  • A need exists for a robust mathematical framework to ensure the reliability of KS-based methods.

Purpose of the Study:

  • To provide a rigorous mathematical formulation of the Kohn-Sham (KS) algorithm.
  • To develop a generalized KS iteration scheme applicable to various DFT models.
  • To establish the convergence properties of the proposed generalized KS method.

Main Methods:

  • Utilizing convex analysis on Banach spaces for rigorous mathematical formulation.
  • Employing a Levy-Lieb-type functional and its convex, lower semi-continuous extension.
  • Introducing regularization to achieve differentiability and define a novel KS iteration scheme.
  • Proving convergence in a weak sense.

Main Results:

  • A rigorously defined Kohn-Sham (KS) iteration scheme is established.
  • The generalized formulation overcomes limitations of common unregularized approaches.
  • Weak convergence of the proposed KS iteration scheme is mathematically proven.
  • The framework is shown to be applicable beyond standard DFT.

Conclusions:

  • The generalized Kohn-Sham (KS) algorithm provides a robust mathematical foundation for density-functional theories.
  • This rigorous approach enhances the reliability and applicability of KS-based computational methods.
  • The formulation may extend to models outside of traditional quantum mechanics, broadening its impact.