The question is: Why is the Berry curvature, defined as F=−iϵij⟨∂kiun(k)∣∂kjun(k)⟩,
Answer
This is easiest to see if we explicitly write out the wavefunctions. We have that the Berry Curvature is given by
−iϵij∫dr∂∂kiu∗(k,r)∂∂kju(k,r)
Here, r represents all the position degrees of freedom, and k is just a label that indexes our wavefunctions. Under time-reversal, the wavefunction is sent to its complex conjugate, so that the Berry Curvature is
−iϵij∫dr∂∂kiu(k,r)∂∂kju∗(k,r)
This is identical to the original expression, except with i and j switched. Since ϵij is antisymmetric, this amounts to an overall minus sign. Thus, the Berry Curvature is time-odd.
As an aside: since the Berry Curvature integrated over the Brillouin zone gives the number of counterclockwise edge modes, this quantity must be odd. After all, 10 counterclockwise edge modes become 10 clockwise edge modes (or -10 counterclockwise edge modes) under time reversal!
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