ML SIGV0: Difference between revisions

From VASP Wiki
No edit summary
No edit summary
Line 3: Line 3:
Description: This flag sets the initial reversed and squared noise parameter <math>\frac{1}{\sigma_{\mathrm{v}}^{2}}</math> in the machine learning force field method.
Description: This flag sets the initial reversed and squared noise parameter <math>\frac{1}{\sigma_{\mathrm{v}}^{2}}</math> in the machine learning force field method.
----
----
For the optimization of the optimization of the reverse and squared noise parameter <math>\frac{1}{\sigma_{\mathrm{v}}^{2}}</math> see following section:
For details about the optimization of this regularization parameter see [[Machine learning force field: Theory#Bayesian error estimation|this section]].
[[Machine learning force field: Theory]].


== Related Tags and Sections ==
== Related Tags and Sections ==

Revision as of 21:02, 11 October 2021

ML_SIGV0 = [real]
Default: ML_SIGV0 = 1.0 

Description: This flag sets the initial reversed and squared noise parameter [math]\displaystyle{ \frac{1}{\sigma_{\mathrm{v}}^{2}} }[/math] in the machine learning force field method.


For details about the optimization of this regularization parameter see this section.

Related Tags and Sections

ML_LMLFF, ML_IREG, ML_SIGW0

Examples that use this tag