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You use a mathematical model which is verified by stuff we can test and observe based on the actions of these hypothetical things. So we can see they exist that way.
Chemistry does similar things since we can't "see" atoms.
And if we want to get really anal we can say it might be strings and if you think it's hard to observe an atom, well....
