For construction engineers, they need to model the bridge precisely before building it. There are classical methods can be used, and the quality of the bridge that they want is also known. So it is certain that they can build a desired bridge before they really start it. While for material engineers, there are a lot of uncertainties and it is not 100% sure that the properties of the material generated match their goals. So they need to try a lot.