You can remember the meaning of 误会 with this easy mnemonic:
Learn from your mistakes (误). I was able (会) to learn from every mistake and misunderstanding I had in life.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.