For a Cartesian change of components , a rank- tensor transforms according towith repeated indices summed. An isotropic tensor has unchanged components under every proper rotation matrix.
For rank two write . Invariance under quarter-turns implies invariance under their squares, the coordinate half-turnsEach off-diagonal entry changes sign under at least one of these, so all off-diagonal entries vanish. A quarter-turn about the third axis then interchanges the first two diagonal entries, making them equal; a quarter-turn about the first axis equates the other two. ThereforeConversely for every rotation. This proves the isotropic second-rank tensor classification without assuming that the original tensor was symmetric. Also is a scalar, since the trace is rotation-invariant.
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