You can remember the meaning of 实验 with this easy mnemonic:
I didn't think the experiment was real (实) until the scientist put some plugs on my head to examine (验) me.
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.