ML LSPARSDES: Difference between revisions

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Description: Specifies whether angular-descriptor sparsification is enabled within the machine learning force field method.
Description: Specifies whether angular-descriptor sparsification is enabled within the machine learning force field method.
{{NB|mind|This tag is only available as of VASP6.5.0.}}
{{NB|mind|This tag is only available as of VASP 6.5.0.}}
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Revision as of 09:17, 15 November 2023

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

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

Mind: This tag is only available as of VASP 6.5.0.

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

  • ML_LSPARSDES=.TRUE..
  • The number of the highest eigenvalues to which the correlation is measured via the leverage scoring: ML_NRANK_SPARSDES.
  • The ratio of the selected descriptors to the total number of descriptors: ML_RDES_SPARSDES. This tag controls the extent of the sparsification.

Related tags and articles

ML_LMLFF, ML_NRANK_SPARSDES, ML_RDES_SPARSDES

Examples that use this tag