Smuuary:
cole-cole equation and debye equation are highly related.
The first equation is cole-cole equation. the second is debye equation, when alpha=0, cole-cole equation becomes debye equation.
the third is the real part permittivity equation, the fourth is the imaginary part permittivity equation. they are all functions of w.
I think i can obtain all other constants of the third and fourth equations so that I can know the relationship between real part permittivity and w, imaginary part permittivity and w. They may help me improve the prediction accuracy.
Tomorrow, I will try and validate this method.
this disperion models are only valid for certain specific type of mixture
ReplyDeletecond and perm are related like this.. it can be any kind of relationship not just colecole or debye.... it can be multiple combinations of colecole or debye....
now you know th ephysical relationshipp... how can these basic physical chracteristics be introduced in your prediciton...
There is no need to validate colecole or debye models...
ReplyDeletedo not waste time on validating these models...
rather think about how you can redesign NN architecture that honors the fact that there are physical relationships between cond and perm ate various frequencies..
if you do not how to do it.. then go ahead awork on introducing NMR .... see if there is an improvement in prediction for cond and perm..
ReplyDeleteOk, i will try to redesign ANN model first and introduce NMR at the end.
Delete