You can remember the meaning of 材料 with this easy mnemonic:
What kind of material (材) do you like? Material (料) that is soft, or material that is rough?
Using mnemonics to remember the meaning of Chinese characters like can have an enormous impact on how long to learn Mandarin it takes.