articleComputer Physics CommunicationsMay 29, 2015HYBRID OA

Optimization algorithm for the generation of ONCV pseudopotentials

University of California, Davis

Indexed inarxivcrossref

Abstract

We present an optimization algorithm to construct pseudopotentials and use it to generate a set of Optimized Norm-Conserving Vanderbilt (ONCV) pseudopotentials for elements up to Z=83 (Bi) (excluding Lanthanides). We introduce a quality function that assesses the agreement of a pseudopotential calculation with all-electron FLAPW results, and the necessary plane-wave energy cutoff. This quality function allows us to use a Nelder–Mead optimization algorithm on a training set of materials to optimize the input parameters of the pseudopotential construction for most of the periodic table. We control the accuracy of the resulting pseudopotentials on a test set of materials independent of the training set. We find…

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Topics & keywords

Keywords
  • Algorithm
  • Optimization algorithm
  • Computer science
  • Physics
  • Mathematics
  • Mathematical optimization
UN Sustainable Development Goals
  • Affordable and clean energy
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