To be more clear, the problems only look like mathematical solutions, because the questions are chosen very carefully... and that's what other physicists expect

To be more clear, the problems only look like mathematical solutions, because the questions are chosen very carefully... and that's what other physicists expect when they look at your results, but it means there are a lot of questions that you just won't answer other than as a gross approximation.