This comes from Walter Rudin's Functional Analysis p. 388, exercise 21(c):

But the domain I found on Engel's One-Parameter Semigroups for Linear Evolution Equations p. 66 is $$ D(A)=\{f\in L^2(\mathbb{R}):f \text{ is absolutely continuous, } f' \in L^2(\mathbb{R})\} $$
If both of them are right, then we shall also have $D(A)=\{f \in L^2(\mathbb{R}):\int|y\hat{f}(y)|^2dy<\infty\}$, i.e. Rudin's condition $\iff$ Engel's condition. But how do we prove it? I think it makes sense in one direction because we have $iy\hat{f}(y) = \hat{f'}(y)$. So Rudin was saying that $f' \in L^2$, and it is somewhat clear that Engel's version implies Rudin's version. But given Rudin's condition, how can we tell that $f$ is absolutely continuous (or less rigoursly, is $f$ differentiable under this condition)? I guess I could find related theories on some Fourier analysis book but failed.