In this section, we investigate DQPTs in the thermal equilibrium state letting
φ = 0. At low temperatures, the system mainly populates the ground state. If the quench crosses the quantum critical point at which the equilibrium quantum phase transition occurs, the line of Fisher zeros will cut the $\mathrm{Im}(z)$ axis (see the green curve in figure
1(b)), giving rise to nonanalytic behavior (cusp singularity) of
r(
t), which implies that DQPT is occurring (see the green curve in figure
1(e)), where the winding number
ν(
t) discontinuously jumps down at critical times as expected (see the green curve in figure
1(h)). As the temperature rises, the line of Fisher zeros still cuts the $\mathrm{Im}(z)$ axis (see the blue and red curves in figure
1(b)). In fact, the critical time and critical mode do not depend on the temperature [
43,
44] (see the purple dot in figure
1(b)). In the results, DQPT can still be observed at non-zero temperatures (see the red and blue curves in figure
1(h)). But we find that the cusp singularity of
r(
t) can only be observed at temperatures
T ≲ 1 and will be destroyed at high temperature
T ∼ 10 (see the red and blue curves in figure
1(e)). To understand why the cusp singularity of
r(
t) disappears at high temperature, we compare the rate function of the critical mode
k*, namely, the critical rate function ${r}_{{k}^{* }}(t)=\mathrm{ln}| \langle {\psi }_{{k}^{* }}(0)| {{\rm{e}}}^{-{\rm{i}}{\hat{H}}_{{k}^{* }}(\lambda ^{\prime} )t}| {\psi }_{{k}^{* }}(0)\rangle {| }^{2}$ (the yellow curve), with rate functions
r(
t) in figure
1(e). At low temperature, the rate function
r(
t)(although it is related to all modes) resonates with ${r}_{{k}^{* }}(t)$, or the return probability $| \langle \psi (0)| {{\rm{e}}}^{-{\rm{i}}\hat{H}(\lambda ^{\prime} )t}| \psi (0)\rangle {| }^{2}$ resonates with $| \langle {\psi }_{{k}^{* }}(0)| {{\rm{e}}}^{-{\rm{i}}{\hat{H}}_{{k}^{* }}(\lambda ^{\prime} )t}| {\psi }_{{k}^{* }}(0)\rangle {| }^{2}$. Basically, it is the critical mode
k* that mainly determines the short-time dynamics of the system, thereby displaying its unique singularity. As the temperature rises, other modes come into play, weakening the dominance of the critical model (see the red curve in figure
1(e)). At sufficiently high temperatures, all the modes are at the same level, and the dominance of the critical mode is completely deprived (see the blue curve in figure
1(e)); therefore, no cusp singularity of
r(
t) can be observed. If a quench is performed within the same phase (ferromagnetic or paramagnetic), the line of Fisher zeros does not intersect with the $\mathrm{Im}(z)$ axis (see figures
1(a) and (c)), and no DQPT can be observed (see figures
1(d) and (g), and figures
1(f) and (i)).