Physicists derive equations from reality, and if they can't solve them, they must use the problem-solving methods in mathematical physics to solve them. Partial differential equations can be borrowed from some foreign textbooks (or translated versions), and there will be many examples to tell you how to use domestic textbooks, and so will teachers who are divorced from reality. If you are not dedicated enough, you can only follow the script and you can't make these issues clear.