You can remember the meaning of 药物 with this easy mnemonic:
Just how much of our pharmaceuticals are actual medicines (药) rather than things (物) of chemical concoction that do little?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.