Comment by oivey

Don’t discount domain experts. Models are meant to predict the real world. In order for them to be accurate, the model itself needs to capture how the real world works, and the math underlying the model has to be correct. Domain experts are the most likely to have experience in both areas. Drawing an example, a physicist models the universe and knows the math and model behind electromagnetism. A mathematician probably knows the math but maybe not the model.