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A grid-based Bader analysis algorithm without lattice bias

Journal of Physics Condensed Matter · 2009 · Vol. 21(8) · pp. 084204–084204
Wenjie TangEdward SanvilleGraeme Henkelman

Abstract

A computational method for partitioning a charge density grid into Bader volumes is presented which is efficient, robust, and scales linearly with the number of grid points. The partitioning algorithm follows the steepest ascent paths along the charge density gradient from grid point to grid point until a charge density maximum is reached. In this paper, we describe how accurate off-lattice ascent paths can be represented with respect to the grid points. This improvement maintains the efficient linear scaling of an earlier version of the algorithm, and eliminates a tendency for the Bader surfaces to be aligned along the grid directions. As the algorithm assigns grid points to charge density maxima, subsequent paths are terminated when they reach previously assigned grid points. It is this grid-based approach which gives the algorithm its efficiency, and allows for the analysis of the large grids generated from plane-wave-based density functional theory calculations.

Machine Learning in Materials ScienceAdvanced Chemical Physics StudiesElectronic and Structural Properties of OxidesGridAlgorithmScalingLattice (music)Charge densityGrid method multiplicationMaximaPoint (geometry)Computer scienceMathematics

Funding

  • National Science Foundation
  • Welch Foundation
  • University of Texas at Austin
  • Division of Chemistry
Citations
7,391
FWCI
63.73
field-weighted impact
References
26
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100%
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References
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