ML ISCALE TOTEN: Difference between revisions

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{{TAGDEF|ML_FF_ISCALE_TOTEN_MB|[integer]|2}}
{{TAGDEF|ML_ISCALE_TOTEN|[integer]|2}}


Description: This tag specifies how to scale the energy data in the machine learning force field method.
Description: This tag specifies how to scale the energy data in the machine learning force field method.
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The following cases are possible:
The following cases are possible:
*{{TAG|ML_FF_ISCALE_TOTEN_MB}}=1: The total energy is scaled to the total energy of the isolated atoms given by {{TAG|ML_FF_EATOM}}.
*{{TAG|ML_ISCALE_TOTEN}}=1: The total energy is scaled to the total energy of the isolated atoms given by {{TAG|ML_EATOM_REF}}.
*{{TAG|ML_FF_ISCALE_TOTEN_MB}}=2: The total energy is scaled to the average of the training data. This is the default setting.
*{{TAG|ML_ISCALE_TOTEN}}=2: The total energy is scaled to the average of the training data. This is the default setting.




== Related Tags and Sections ==
== Related Tags and Sections ==
{{TAG|ML_FF_LMLFF}}, {{TAG|ML_FF_EATOM}}
{{TAG|ML_LMLFF}}, {{TAG|ML_EATOM_REF}}


{{sc|ML_FF_ISCALE_TOTEN_MB|Examples|Examples that use this tag}}
{{sc|ML_ISCALE_TOTEN|Examples|Examples that use this tag}}
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[[Category:INCAR]][[Category:Machine Learning]][[Category:Machine Learned Force Fields]][[Category: Alpha]]
[[Category:INCAR]][[Category:Machine Learning]][[Category:Machine Learned Force Fields]][[Category: Alpha]]

Revision as of 08:47, 23 August 2021

ML_ISCALE_TOTEN = [integer]
Default: ML_ISCALE_TOTEN = 2 

Description: This tag specifies how to scale the energy data in the machine learning force field method.


The following cases are possible:

  • ML_ISCALE_TOTEN=1: The total energy is scaled to the total energy of the isolated atoms given by ML_EATOM_REF.
  • ML_ISCALE_TOTEN=2: The total energy is scaled to the average of the training data. This is the default setting.


Related Tags and Sections

ML_LMLFF, ML_EATOM_REF

Examples that use this tag