I am trying spectroscopic ellipsometry analysis of Graphene oxide film on glass to calculate parameters but I am not getting the expected results. Can anyone suggest the best modeling method and also quality improvement for thin film?
There are several methods, mostly optical ones that use transmittance spectra to model the data and extract the parameters including thin film thickness. Swanepoel method is very popular but it is limited to the cases with interference pattern. Pointwise unconstrained minimization algorithm is more effective. It is prepared in a way that you can model both R and T or combined even without any interference fringes.
Quality and accuracy of thickness measured by ellipsometric techniques is dependent on the type of substrate, roughness etc.. which substrate did you use? Read this paper: DOI: 10.1021/jp802173m
Spectroscopic ellipsometry spectra can be modelled using general transfer matrix technique, provided that the dielectric functions of each layer in the layered structure are known. M. Schubert has published a lot of papers and several books discuss the modelling technique of SE spectra and analysis of SE spectra to extract material information including layer thickness.
I recommend if you are in the visible regime that you use a classical Lorentz oscillator model to simulate the dielectric constant of graphen oxide. You should have this model in the software of your ellipsometer.
Approach 1 : First try with a plain layer made by a lorentz model
Approach 2 : It the the thickness is not physically acceptable, you can had a second layer at the top of the first one which is constituted by 50% of air ( n=1) and 50% of oxide. This second layer will simulate the roughness of your sample.
You can have a look to this publication :
Optical investigation of reduced graphene oxide by spectroscopic ellipsometry and the band-gap tuning Y. Shen1,2, P. Zhou1,a), Q. Q. Sun1,b), L. Wan3, J. Li3, L. Y. Chen2, D. W. Zhang1 and X. B. Wang3,c) Appl. Phys. Lett. 99, 141911 (2011);
Im not sure how thick these layers are normaly. But for other thin films i had quite good result in cutting the sample, sputtering gold on it (really thin like 2-5nm) and then put the edge into a SEM. For layers wuth 10nm thickness and more, that seemed to be the most accurate method for me, althou i must admit graphene layers usually are thinner than one nm and thus may not be observable by this method.