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ML_LSPARSDES

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Revision as of 21:38, 7 February 2024 by Karsai (talk | contribs)

ML_LSPARSDES = [logical]
Default: ML_LSPARSDES = .FALSE. 

Description: Specifies whether angular-descriptor sparsification is enabled within the machine learning force field method.


To use the sparsification of angular descriptors set the following tags:

  • ML_LSPARSDES=.TRUE..
  • The ratio of the selected descriptors to the total number of descriptors: ML_RDES_SPARSDES. This tag controls the extent of the sparsification.
  • The number of the highest eigenvalues [math]\displaystyle{ k }[/math] to which the correlation is measured via the leverage scoring: ML_NRANK_SPARSDES. This tag usually does not need to be changed.


Related tags and articles

ML_LMLFF, ML_NRANK_SPARSDES, ML_RDES_SPARSDES

Examples that use this tag