You can remember the meaning of 超人 with this easy mnemonic:
You must be superhuman. How can you overtake (超) the fastest man (人) on earth?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.