Your first transducer prototype will have noticeable differences from your simulations. The first root cause analysis effort of a transducer project is to understand those differences and explain them.
I don’t think it’s particularly important to get a close match between simulations to experiments. However, it is important that the differences between theory (simulations) and practice (experiments) are explained. Lack of understanding early in a project will magnify as the project continues.