ML NRANK SPARSDES: Difference between revisions

Latest revision as of 14:01, 20 March 2024

ML_NRANK_SPARSDES = [integer]
Default: ML_NRANK_SPARSDES = 5

Description: This tag sets the number of highest eigenvalues to which the correlation is measured within the angular descriptor sparsification (within the machine learning force field method).

Mind: This tag is only available as of VASP 6.4.3.

This tag usually does not need to be changed by the user!

For details on the theory of angular descriptor sparsification see here.

For details on how to use the sparsification see the tag ML_LSPARSDES.

@@ Line 1: / Line 1: @@
+{{DISPLAYTITLE:ML_NRANK_SPARSDES}}
 {{TAGDEF|ML_NRANK_SPARSDES|[integer]|5}}
-Description: This tag sets the number of highest eigenvalues to which the correlation is measured within the sparsification of the angular descriptors is done within machine learning force fields.
+Description: This tag sets the number of highest eigenvalues to which the correlation is measured within the angular descriptor sparsification (within the machine learning force field method).
+{{NB|mind|This tag is only available as of VASP 6.4.3.}}
 ----
+This tag usually does not need to be changed by the user!
 For details on the theory of angular descriptor sparsification see [[Machine learning force field: Theory#Sparsification of angular descriptors|here]].
 For details on how to use the sparsification see the tag {{TAG|ML_LSPARSDES}}.
-== Related Tags and Sections ==
+== Related tags and articles ==
-{{TAG|ML_LMLFF}}, {{TAG|ML_LSPARSDES}}, {{TAG|ML_RDES_SPARSDES}}
+{{TAG|ML_LMLFF}}, {{TAG|ML_LSPARSDES}}, {{TAG|ML_RDES_SPARSDES}}, {{TAG|ML_DESC_TYPE}}
 {{sc|ML_EPS_LOW|Examples|Examples that use this tag}}
-[[Category:INCAR]][[Category:Machine Learning]][[Category:Machine Learned Force Fields]][[Category: Alpha]]
+[[Category:INCAR tag]][[Category:Machine-learned force fields]]