I tend to use the same logic in silico and in the lab, and a lot of occam's razor.
"To determine X we did Y" 
Is Y what you would have done? 
If Y works is X the simplest explanation?
Are the dynamics from a simulation evidence of their hypothesis? Or is there an simpler explanation ?