ML W1: Difference between revisions

From VASP Wiki
No edit summary
No edit summary
Line 1: Line 1:
{{TAGDEF|ML_FF_W1_MB|[real]|0.5}}
{{TAGDEF|ML_FF_W1_MB|[real]|0.5}}


Description: This tag defines the weight for the radial descriptor within the machine learning force field method.
Description: This tag defines the weight for the radial (and angular) descriptor within the machine learning force field method.
----
----
The weight for the angular descriptor <math>W_{2]</math> is internally derived from the weight of the radial descriptor <math>W_{1}</math> as:


By default this descriptor is used together with the angular descriptor (see {{TAG|ML_FF_W2_MB}}).
<math>W_{2}=1.0-W_{1].</math>
 
By default this descriptor is used together with the angular descriptor with equal weights. If the weight of either becomes 0 then the internal routines for that descriptor are mostly skipped.


== Related Tags and Sections ==
== Related Tags and Sections ==
{{TAG|ML_FF_LMLFF}}, {{TAG|ML_FF_W2_MB}}, {{TAG|ML_FF_ISOAP1_MB}}
{{TAG|ML_FF_LMLFF}}, {{TAG|ML_FF_ISOAP1_MB}}, {{TAG|ML_FF_ISOAP2_MB}}, {{TAG|ML_FF_RCUT1_MB}}, {{TAG|ML_FF_RCUT2_MB}}, {{TAG|ML_FF_SION1_MB}},{{TAG|ML_FF_SION2_MB}}


{{sc|ML_FF_W1_MB|Examples|Examples that use this tag}}
{{sc|ML_FF_W1_MB|Examples|Examples that use this tag}}

Revision as of 10:03, 16 November 2020

ML_FF_W1_MB = [real]
Default: ML_FF_W1_MB = 0.5 

Description: This tag defines the weight for the radial (and angular) descriptor within the machine learning force field method.


The weight for the angular descriptor Failed to parse (Conversion error. Server ("cli") reported: "[INVALID]"): {\displaystyle W_{2]} is internally derived from the weight of the radial descriptor as:

Failed to parse (Conversion error. Server ("cli") reported: "[INVALID]"): {\displaystyle W_{2}=1.0-W_{1].}

By default this descriptor is used together with the angular descriptor with equal weights. If the weight of either becomes 0 then the internal routines for that descriptor are mostly skipped.

Related Tags and Sections

ML_FF_LMLFF, ML_FF_ISOAP1_MB, ML_FF_ISOAP2_MB, ML_FF_RCUT1_MB, ML_FF_RCUT2_MB, ML_FF_SION1_MB,ML_FF_SION2_MB

Examples that use this tag