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Confusion about Fourier transforms and conjugate variables…

Confusion about Fourier transforms and conjugate variables

My quantum mechanics notes state that conjugate variables (like position and momentum) are Fourier duals of each other. I understand how this shows up in the mathematics, but I’m confused about the deeper meaning:

* Where does the notion of conjugate variables actually come from?
* Why are they related by a Fourier transform?

Related to this, I learned that a Hermitian operator generates a unitary operator via exponentiation. The Fourier transform is a unitary operator. Which Hermitian operator has an exponential giving the Fourier transform?
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