No! You definitely do not want to soak the Brussels sprouts before cooking because they become soggy when they get wet. Not to mention the fat won't stick to the Brussels sprouts when you put them in the pan wet. Since oil prevents food from burning the separation of fat and water will cause your sprouts to burn too quickly.