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Shannon's entropy has been useful to obtain results in combinatorics (like upper bounds on the size of $A\cup B = C \cup D$-free set systems). One doesn't have to interpret the expressions as entropy, but thinking of it that way is helpful. Of course like many things one could debate if information theory is part of physics (or mathematics).