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There are so many neat theorems, but I'd have to say Noether's is my favorite. It essentially states that any continuous symmetry has a conserved quantity associated to it. In newtonian mechanics, this shows that the conservation of energy is equivalent to saying that our label for time=0 is arbitrary. Similarly, momentum conservation comes from invariance under translations and angular momentum conservation is equivalent to rotational symmetry.
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