Hi @GPLai
Model bias terms are currently not supported out-of-the-box in the Bayesian inversion module. See also the discussion here.
However, adding this should be straightforward with the user-defined likelihood function feature. I suggest you have a look at the example uq_Example_Inversion_06_UserDefinedLikelihood and start from there.