Is the transverse field Ising model time-reversal invariant? Specifically consider a non-integrable variant:
\begin{equation} H = -J \sum_i^{L-1} \sigma_i^z \sigma_{i+1}^z + g \sum_i^L \sigma_i^x + h \sum_i^L \sigma_i^z, \end{equation}
so that it has both a transverse and longitudinal field. $\sigma$s are the usual Pauli-matrices.
So, is it TRI?
Arguments for no:
1) The time-reversal operator is $T = K \prod_{j=1}^L (-i \sigma^y_j)$ where $K$ is complex conjugation in the $\uparrow,\downarrow$ basis. One can check that $[H,T] \neq 0$.
2) Simply recall the action of $T$ on spins. It flips $\vec{S} \to -\vec{S}$. So the transverse fields $\sigma^z$ and $\sigma^x$ flip, and the model is not invariant.
Arguments for yes:
1) One must recall that $g, h$ are external magnetic fields which are pseudovectors. So we have to flip them at the same time as flipping $\vec{S}$. So overall, yes, TRI.
2) The level statistics of the model obey well GOE (Gaussian orthogonal ensemble) statistics (see arxiv:1306.4306 for example), a class of random matrices that are supposed to describe time-reversal invariant Hamiltonians.
Puzzling issues:
1) If no, how to reconcile with GOE statistics?
2) If yes because of reason 1, that feels like it is cheating; we have to put in the way the constants $g,h$ transform by hand.
3) If yes, Kramers theorem says the spectrum should be doubly-degenerate for a chain of total spin half-integral. Quickly check in Mathematica for $L = 3,5,7\cdots$, this is untrue - the spectrum is not degenerate. Kramer's theorem doesn't hold.
So, yes or no? Or yes and no?
EDIT Also, I've heard this phrase alot: oh, the Hamiltonian is real so it is time-reversal symmetric.
Does that make sense??
I mean, if I had applied my transverse field in the $y$-direction, I don't expect any physical difference. It's just a magnetic field pointing a different way. But in the particular basis I've chosen, the model is now complex. So it has become non-time-reversal symmetric?
Oh is the statement "a real Hamiltonian is TRI" too cavalier?