ML NHYP: Difference between revisions

Revision as of 09:07, 23 August 2021

ML_NHYP = [integer]
Default: ML_NHYP = 4

Description: Polynomial power of the kernel.

This tag specifies the power $\zeta$ of the polynomial kernel

${\displaystyle K \left(\mathbf{X}_{i},\mathbf{X}_{i_\mathrm{B}}\right) = \left[ \beta \mathbf{X}_{i}^{(2)} \cdot \mathbf{X}_{i_{\mathrm{B}}}^{(2)} + (1-\beta) \mathbf{\hat{X}}_{i}^{(3)} \cdot \mathbf{\hat{X}}_{i_{\mathrm{B}}}^{(3)} \right]^{\zeta}. }$

Related Tags and Sections

ML_RCUT1, ML_SION1, ML_RCUT2, ML_SION2

Examples that use this tag

@@ Line 1: / Line 1: @@
-{{TAGDEF|ML_FF_NHYP1_MB|[integer]|4}}
+{{TAGDEF|ML_NHYP|[integer]|4}}
 Description: Polynomial power of the kernel.
@@ Line 10: / Line 10: @@
 == Related Tags and Sections ==
-{{TAG|ML_FF_RCUT1_MB}}, {{TAG|ML_FF_SION1_MB}}
+{{TAG|ML_RCUT1}}, {{TAG|ML_SION1}}, {{TAG|ML_RCUT2}}, {{TAG|ML_SION2}}
-{{sc|ML_FF_NHYP1_MB|Examples|Examples that use this tag}}
+{{sc|ML_NHYP|Examples|Examples that use this tag}}
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 [[Category:INCAR]][[Category:Machine Learning]][[Category:Machine Learned Force Fields]][[Category: Alpha]]