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What they have done is focus exclusively on the long-time solution when the system has reached "oscillatory steady state." This solution does not feature any exponentially decaying terms in time. So their solution for the temperature is taken to be of the form: $$T(x,t)-T_0=\alpha(x)\cos(\om...