We have applied a modified partial-least-squares-1 (PLS1) method to time-domain (TD) data obtained in terahertz (THz) reflectometry for predicting the thickness of a paint film on a substrate. The proposed procedure can be carried out effectively for a moderately-thin film rather than a thick one.
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