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Full-frequency GW without frequency.

Sylvia J Bintrim1, Timothy C Berkelbach1

  • 1Department of Chemistry, Columbia University, New York, New York 10027, USA.

The Journal of Chemical Physics
|January 30, 2021
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Summary
This summary is machine-generated.

This study presents a new eigenvalue formulation for the GW approximation, reducing computational cost from O(N^6) to O(N^4). This method avoids approximations and offers insights into related quantum chemistry theories.

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Area of Science:

  • Computational Quantum Chemistry
  • Many-Body Perturbation Theory

Background:

  • Efficient computation of the GW approximation is crucial for materials science and chemistry.
  • Frequency integrals in GW calculations are numerically challenging, often requiring approximations or leading to high computational costs.

Purpose of the Study:

  • Introduce a novel formulation of the full-frequency GW approximation.
  • Reduce the computational scaling of GW calculations.
  • Provide new theoretical insights into the GW approximation and its relation to other quantum chemical methods.

Main Methods:

  • Recasting the GW approximation as an eigenvalue problem in an expanded space.
  • Utilizing iterative eigensolvers and a density-fitted implementation.
  • Avoiding time/frequency grids and the common 'diagonal' approximation.

Main Results:

  • Achieved a reduction in computational scaling from O(N^6) to O(N^5) with iterative eigensolvers, and to O(N^4) with a density-fitted approach.
  • Demonstrated numerical verification of the predicted scaling behaviors.
  • Found the new formulation competitive with existing O(N^4) methods.

Conclusions:

  • The new eigenvalue formulation offers a more efficient and theoretically insightful approach to GW calculations.
  • This formulation clarifies the connections between GW, configuration interaction, coupled-cluster theory, and algebraic diagrammatic construction.
  • Opens new avenues for improving the GW approximation.