The difference is on the scale of the problem they are working on. The axioms for such a macroscale construction is well known and can be solved with high precisions. Also, for the sake of bridge construction it is enough to build a bridge that can hold a certain amount of weight. On the other hand, for the semiconductor manufacturing, there are lots of different choices and lots of different variables that will impact the outcomes of the process. Hence many trails required!