1 Introduction
Isolated quantum systems evolving unitarily from non-equilibrium initial states generically thermalize [1–7]. This means that, at long times, the reduced density matrix of a finite subsystem embedded in a thermodynamically large system approaches the reduced density matrix of a thermal ensemble, with the temperature uniquely fixed by the energy density of the initial state. As a consequence, although the full system remains at all times in a pure state characterized by zero von Neumann entropy, finite subsystems behave locally as if they were in thermal equilibrium. In this sense, entanglement with the rest of the system effectively acts as a thermal bath for local observables [8–11]. This mechanism provides the modern understanding of thermalization in isolated quantum many-body systems.
From a dynamical perspective, one of the most intriguing aspects of quantum integrable models [12] is their failure to thermalize under quantum unitary dynamics. In these systems, the existence of an extensive number of mutually compatible conservation laws strongly suppresses the scrambling of local quantum information, providing a natural mechanism for local memory retention. Importantly, despite the fragile nature of integrability, this behavior persists over long prethermal timescales [13–27] even in experimentally realistic settings [28–30]. For this reason, at long times an integrable system does not thermalize to the standard Gibbs ensemble (GE). Instead, it relaxes to a special statistical ensemble that incorporates the constraints imposed by the full set of local and quasi-local conserved quantities [9, 31, 32]. This ensemble is known as the generalized Gibbs ensemble (GGE) [33]. The GGE extends the conventional Gibbs description by assigning a Lagrange multiplier to each conserved quantity, thereby encoding the strong memory that integrable systems retain of their initial conditions. It provides the correct stationary description for local observables after quantum quenches in a broad class of integrable models and has become one of the central concepts in the modern understanding of non-equilibrium quantum dynamics.
GGEs have been extensively studied in the literature [9, 31], in particular with regard to their thermodynamic properties [34–38], entropies [39–47], expectation values of local observables [48–56], and correlation functions [57–63].
A very natural question, which has nevertheless received little attention and has been addressed mostly by means of numerical calculations in finite systems [64–66] or rather indirectly by integrability techniques (typically through comparisons of expectation values and correlation functions) [67–71], concerns the precise relation between GGEs and ordinary thermal ensembles. In particular, how different is a GGE from a standard GE? Is there a simple and physically transparent way to quantify this difference? Addressing these questions is important not only for understanding the structure of integrable stationary states, but also for clarifying in which sense integrable systems fail to thermalize in the conventional way.
The goal of the present work is to address these questions. We will show that the concept of athermality [72–75], rooted in quantum resource theory [76, 77], provides a particularly natural and effective framework for this purpose. Here we define the athermality as the relative entropy between a given state (or ensemble) and the closest GE, where closeness is measured by the minimization of the same relative entropy. Such closest thermal ensemble is simply the GE with the same average energy of the chosen state, and as a consequence the athermality is simplified to equal the difference of their von Neumann entropies. In the context of integrable quenches we consider the GGE as the given state (cf. ref. [78] for the use of a minimized relative entropy in a similar context), and hence the closest GE is precisely the thermal ensemble to which the system would have locally relaxed in the absence of integrability. For this reason, the athermality coincides with the difference between the GE and GGE entropies employed in the numerical studies of refs. [64–66, 79]. We stress, however, that by means of integrability techniques we obtain exact thermodynamic-limit results for the athermality, which enable us to shed new light on the fundamental questions above.
We compute the GGE athermality for several different quench protocols in integrable models, including the free XY spin chain in a transverse field, the interacting XXZ spin chain, the interacting Lieb-Liniger gas, and the harmonic chain. The derivations, technical details, and general formalism are presented in the main body of the paper. Here, however, we would like to emphasize the most surprising outcomes of our analysis.
- The athermality, as a function of the post-quench parameters in the Hamiltonian, is always singular at quantum critical points [80]. This appears at first rather remarkable because the athermality after a quench probes physics at a finite energy density. This sharp signature of quantum criticality in the middle of the many-body spectrum is due to the singular behaviour of the GGE entropy, while the GE entropy remains analytic everywhere as expected at any nonzero temperature [81]. Singularities in the GGE entropy at quantum criticality were observed in ref. [82] (cf. also refs. [83–87]). Here we analytically prove their emergence in the XY chain in a transverse field, and demonstrate that they arise also in the XXZ chain. For the XXZ chain we also uncover the presence of a fractal behaviour of the GGE entropy in the gapless phase, similarly to what found for other physical quantities [88–90]. Singular behaviours at criticality in the context of GGEs have also been uncovered by probing local observables [82, 91–93], while influence of quantum criticality has been observed in the context of integrable transport [32, 94, 95]. More generally, signatures of quantum criticality emerging at intermediate and late times following quantum quenches have been observed in both integrable [96–102] and non-integrable settings [103–105]. Despite the growing body of evidence for such phenomena, a unified picture and theoretical explanation for their microscopic origin and significance is still missing. In the present integrable context, however, sharp singularities can be characterized exactly thanks to the analytical tractability of the models.
- We find that the athermality is generically an extensive quantity in the subsystem size, with a prefactor of order unity. However, often the athermality becomes surprisingly small at quantum criticality, where it takes the form of a sharp local-minimum cusp. Importantly, the dip at criticality emerges from the interplay between the GE and GGE entropies, and hence it is in general a distinctive property only of the athermality. We uncover that this enhanced proximity between the GGE and a thermal ensemble is generally associated with a pinning mechanism: the GE and GGE root densities (or mode occupation functions in free models) get pinned to a common maximal value at a critical momentum; moreover, the two distributions exhibit very similar behaviour in a broad neighbourhood of this point. As a consequence, the differences between the two ensembles are strongly suppressed over the region of momentum space that contributes most significantly to thermodynamic quantities and athermality.
We conclude this introduction by highlighting a connection with known results in conformal field theory (CFT) that provide us with a heuristic explanation for why the athermality often becomes surprisingly small at quantum criticality. Our starting point is the well-known and rather remarkable observation that, for quantum quenches in CFTs from a special class of initial states of the form the stationary state is exactly thermal, with an effective inverse temperature [106–108]. This result is particularly striking because the underlying dynamics remains fully integrable. The origin of this emergent thermal behavior can be traced back to the structure of the initial state, which excites only the Hamiltonian while leaving all higher conserved charges effectively unactivated [108, 109]. As a consequence, the corresponding GGE reduces to an ordinary GE. We expect that many of the quenches analyzed in this work admit, in the scaling limit and close to a quantum critical point, an effective description that is very similar to the one above. In this regime, the initial states become approximately conformal boundary states and the higher conserved quantities are only weakly activated. The resulting stationary state is therefore expected to be very close to the corresponding thermal ensemble, naturally leading to a small value of the athermality. While this argument provides a qualitative understanding of the suppression of athermality near criticality, the actual values that we find are often extraordinarily small. This remains somewhat surprising.
The remainder of the work is organized as follows. In section 2 we define the athermality and highlight the simplifying features emerging from our minimization prescription. In section 3 we discuss how the athermality can be calculated exactly in the framework of the thermodynamic Bethe ansatz (TBA) [110, 111] and its relevance in the context of quantum quenches. In section 4 we study the athermality for integrable quantum quenches in the XY chain in a transverse field, and analyze its behaviour across both quantum critical lines. In section 5 we turn to the XXZ chain and demonstrate that the main conclusions found for the free XY chain survive in the presence of interactions. In section 6 we consider integrable quenches in the Lieb-Liniger gas, and analyze the athermality for repulsive interactions and the GGE entropy for both repulsive and attractive couplings. The absence of a quantum phase transition in the repulsive gas is reflected in the absence of striking features in the athermality. In section 7 we consider the harmonic chain, and study the differences in athermality due to the bosonic statistics of the elementary modes. Finally, in section 8, we provide some remarks about the time evolution of the athermality after quantum quenches. Several appendices follow which review basic concepts, give further details of the derivations and present additional results.
2 Quantum athermality
Consider a system described by a Hamiltonian , and a generic (reduced) density matrix . We are interested in quantifying how far is from a GE at inverse temperature
| (2.1) |
A possible choice would be to employ a proper distance between and , such as the trace distance, fidelity or Hilbert-Schmidt distance [112]. The former two possess a clear operational meaning in experimental settings but are usually hard to calculate, while the latter lacks a simple physically relevant operational interpretation. For these reasons we turn our attention to the quantum relative entropy (QRE) [112, 113], defined as
| (2.2) |
where and are two arbitrary density matrices (see also, e.g., refs. [114, 115] for the use of the QRE in similar contexts). The QRE is not a metric, as it is not symmetric under and it violates the triangle inequality. However, it respects positivity
| (2.3) |
and has a clear operational interpretation via the quantum Stein’s lemma [113, 116, 117].
It is well known that the use of the QRE with respect to GEs can be drastically simplified [72]. This is a consequence of the equality
where denotes the von Neumann entanglement entropy and we have used . We define the athermality of a generic density matrix in terms of the QRE as
| (2.5) |
where as in equation (2.1) the dependence of on is implicit. From the perspective of quantum resource theories [77], the athermality quantifies how resourceful a state that differs from a GE is within an experimental setup in which preparing a GE at any inverse temperature has negligible cost. We stress that, due to the presence of the minimization over , the definition (2.5) differs from the one relevant to situations in which the only resource-free states that can be prepared at negligible cost are GEs at a fixed inverse temperature [72, 74, 75, 118]. To find the global minimum of as a function of we consider its derivatives
and note
| (2.8) |
Setting equation (2.6) to zero, and given equation (2.8), we find that the minimum of the QRE is obtained at the inverse temperature for which the average energy of and is the same. From this it follows that the quantum athermality (2.5) is simply given by a difference of two von Neumann entropies
| (2.9) |
From equations (2.7) and (2.8) we see that the GE energy is a monotonically decreasing function of , therefore is always unique (it can be negative if the spectrum is bounded from above). The semipositive definiteness of , guaranteed by the inequality (2.3), is re-interpreted in equation (2.9) as a consequence of the GE being the highest-entropy ensemble at a fixed average energy.
In many cases of interest the Hamiltonian might possess a symmetry generated by an observable () that is of operational importance. For example, might indicate the number of particles within the system subject to full experimental control. In such cases it is also meaningful to consider a GE with the addition of an extra Lagrange multiplier (grand canonical ensemble)
| (2.10) |
The QRE with respect to such GE retains the same form of equation (2.4) but with the substitution . Following similar logic and simple minimization steps as above we define the athermality as
It is straightforward to generalize these statements in order to include an arbitrary finite number of operationally relevant symmetries.
3 Athermality of Generalized Gibbs Ensembles
The distinguishing feature of quantum integrable Hamiltonians [12] is that they possess an extensive number of algebraically independent charges (), where each can be written as a sum or integral of (quasi)local [32, 119–125] densities [12, 126]. For this reason, the Generalized Gibbs Ensemble (GGE)
| (3.1) |
plays a special role in quantum integrability (note that we implicitly included in the set ). In the framework of quantum quenches in integrable systems, the GGE correctly captures local properties of the system at late times [9, 31]. In particular, given an initial lowly entangled state (often the ground state of a pre-quench Hamiltonian ) that for times evolves unitarily under a post-quench integrable Hamiltonian , in the thermodynamic limit and at late times one expects in any finite (or at most subextensive) subsystem (with complement ) [9]
| (3.2) |
where denotes the system size and the order of limits on the left-hand side is important. The Lagrange multipliers in equation (3.1) enforce that the average densities at infinite times are the same as in the initial state . We stress that in the quench context, where the partial trace over plays a crucial role, the GGE is only one of many possible choices of ensembles capturing the correct local properties at late times [9].
In the following we focus on the GGE density of athermality
| (3.3) |
This choice is convenient for several reasons: (i) it captures the leading order (in system size) value of the athermality between arbitrary GEs and GGEs, which is an interesting quantity irrespective of the many (isolated, open, weakly nonintegrable or driven) setups where GGEs emerge [9, 14, 26, 31, 127–135]; (ii) the intensive value describes the leading order (in subsystem size ) of the athermality in the reduced density matrix from equation (3.2), relevant in the context of quantum quenches in isolated systems; (iii) can be computed solely within the framework of the TBA [12, 110, 111], as we explain in the next section. Generalizations of equation (3.3) to accommodate more Lagrange multipliers in the GE, as in equations (2.10) and (2.11), are straightforward.
3.1 Entropy density of GGEs and TBA
Here we just recall the fundamental ingredients we will need in the rest of the discussion, while a brief review of some of the basic concepts can be found in appendix A.
Eigenstates of Bethe-integrable models can be parametrized in terms of sets of rapidities . In the limit , the essence of TBA is to switch attention from individual eigenstates to classes of eigenstates, or macrostates, with the same local properties. For the simplest models hosting only one type of quasiparticles, in the limit of large two eigenstates are said to belong to the same macrostate if they possess an identical distribution of rapidities, where is known as root density. In models hosting multiple species of quasiparticles, e.g. bound states of different length, a macrostate is specified by a set of root densities corresponding to different quasiparticle species labelled by . The insight of TBA is that many physical quantities depend only on macrostate information. For example, the density of thermal entropy from equation (3.3) is given by
| (3.4) |
where denotes the Yang-Yang entropy density of the thermal macrostate at inverse temperature [12] (see appendix A).
Crucially, also the GGE entropy density in equation (3.3) depends solely on macrostate information [35, 136, 137]. This is particularly simple to see in cases where the charges with nonzero Lagrange multipliers in equation (3.1) form an Abelian algebra
| (3.5) |
In such cases ones speaks of an Abelian GGE. Averages with respect to such GGEs are dominated by eigenstates belonging to a specific non-thermal saddle-point macrostate . Similarly to equation (3.4), the GGE entropy density depends solely on the macrostate information encoded in
| (3.6) |
When the GGE emerges from quantum quenches as in equation (3.2), the macrostate can be obtained from the quench action method [138, 139] if expressions for overlaps are known. In the absence of the overlaps, it is possible to reconstruct if the expectation values of all the charges entering the GGE (3.1) are available [123, 140]. Moreover, for integrable initial states [141–145], one can apply the quantum transfer matrix approach to find analytical expressions for the rapidity distributions [146–149]. In the following sections we will make use of results obtained from all these approaches (see appendix A for further details).
We stress that it has been shown explicitly in many contexts [10, 40, 47, 57, 69, 84, 150, 151] that the entropy density (3.6) does indeed describe the leading order (in subsystem size ) saturation value of the entanglement entropy at late times after quantum quenches in integrable models.
In summary, we see from equations (3.3), (3.4) and (3.6) that the density of GGE athermality is simply given by
| (3.7) |
As before, these results generalize easily to cases in which we include additional charges in the GE description, cf. equations (2.10) and (2.11).
We remark that integrable models in general possess discrete and continuous non-Abelian symmetries. In some models, even the full extensive algebra of higher (quasi)local conserved charges might be non-Abelian. This is for example the case in the XY model (although in the absence of a transverse field) [9, 136, 137] and in the XXZ chain (only at specific roots of unity values of the anisotropy ) [32, 152–155], considered respectively in sections 4 and 5. As pointed out in ref. [136] (see also refs. [9, 137]), however, for any given quench the initial state selects an Abelian subset of charges that can be used to construct an Abelian GGE. Therefore, a description in terms of rapidity distributions should always be possible [38, 156].
For sake of completeness we mention that in certain cases the GGE functional form in equation (3.1) cannot be directly applied for interacting models (at least not without modifications) [38, 156–158]. This is for example the case in the BEC quench [157] in the Lieb-Liniger model analyzed in section 6 and in the Néel quench in the gapped XXZ chain of section 5 [158]. In such cases, however, the correct ensemble behind the reduced density matrix of equation (3.2), even if not of the form (3.1), is exactly captured within the TBA framework we employ.
4 XY chain in a transverse field
We consider the XY spin chain in a transverse magnetic field [159–161] with periodic boundary conditions (PBC), given by the spin- Hamiltonian
| (4.1) |
Here denotes a Pauli matrix at site , the anisotropy parameter and we restrict our analysis to the regime , . features a symmetry of rotations by around the axis, i.e. for . For the special choices and one obtains, respectively, the XX chain in a transverse field (where is promoted to ) and the transverse field Ising chain (TFIC). The phase diagram of the model, represented in figure 1, hosts 2 different classes of quantum critical lines [162]:
- Each point on the line is a quantum critical point in the Ising universality class, separating the ferromagnetic ordered phase of (order along for and along for ) from the paramagnetic phase of .
- The XX line represents a gapless Luttinger liquid [163, 164] phase with quasi-long-range order. Each point on the line is a quantum critical point in the compact free boson universality class, separating the two ( and ) gapped ferromagnetic phases in (i).
The spin- operators in equation (4.1) can be mapped to spinless fermions by the nonlocal Jordan-Wigner transformation [165], which leaves as a sum of local terms in the fermions [159]. Given the symmetry , where , is block diagonal in the subspaces of the fermionic Fock space with even (e) and odd (o) numbers of fermions, i.e. . The diagonalization of and by Fourier and Bogoliubov transformations is standard and leads to [159, 160]
Here and (for which the dependence on and is implicit) indicate fermionic Bogoliubov operators associated with the free momenta ( even)
| (4.4) |
The eigenstates of are generated by repeated actions of on the Bogoliubov vacua , defined by . For the ground state of coincides with , while for the two e, o vacua become degenerate ground states for and for hybridize by spontaneous symmetry breaking to yield ferromagnetic order.
4.1 Quench protocol and GGE root density
We focus on the standard quench protocol in which the initial state is chosen to be the ground state of the pre-quench Hamiltonian , and we consider the stationary state locally reached at late times after evolution with , where . These initial states are a paradigmatic example of integrable initial states [141], for which the overlaps with the eigenstates of can be easily obtained [166]. For , where , one finds
where refer to the post-quench Hamiltonian . From equation (4.5) one readily obtains overlaps with the even eigenstates of , from which we see that only parity-invariant eigenstates in the sector constructed by creation of pairs on top of the vacuum have nonzero overlap with (this being the characteristic property of integrable initial states [141] in free models). In free models is easily determined by exploiting the fact that
For , the physical ground state at spontaneously breaks the symmetry and assumes the form
Taking into account the impossibility of thermodynamic phase transitions at finite energy densities in 1D, we deduce that all local operators connecting the even and odd sectors have vanishing expectation value at infinite times after the quench from (4.9). Therefore, the macrostate associated with the stationary reduced density matrix reached at late times is given again by equations (4.7) and (4.8), because both the even and odd sectors give identical diagonal contributions for . Having access to from equation (4.7), and to the thermal root density
| (4.10) |
at the inverse temperature fixed by equation (2.9), one obtains the entropy densities and needed in equation (3.7) for the density of athermality as
| (4.11) |



4.2 Varying the postquench Hamiltonian
Given the large number of available parameters (), we start by considering the athermality as a function of the postquench when the prequench ones are fixed.



In figure 2 we show a few density plots for the density of athermality in the plane. The most important feature, already anticipated in the Introduction, is that from these plots one is able to clearly identify the critical lines of the quantum phase diagram (see figure 1), despite the fact that probes only physics at a finite energy density above the ground state. They emerge as non-analytic features of at the critical lines, as evident from figures 3 to 5 where we plot some cuts in the plane. In addition to these singular points, all subplots in figure 2 feature trivial zeros due to the absence of the quench for .
The singular behaviour of comes from the GGE entropy density , see section 4.2.3 below for further details and appendix B for a proof. The thermal entropy density is instead a smooth function of as a consequence of the absence of phase transitions in 1D system with short-range interactions at finite temperatures (see, e.g., ref. [81]). In the context of the XY chain, the smoothness of with respect to and is easily proved by means of Leibniz’s integral rule by noticing that the integrand in equation (4.11) is an even function of (hence its Taylor expansion involves only the analytic function ) and that is also a smooth function (this comes from the fact that the energy density injected by the quench is trivially smooth). Apart from the singular points, a natural question is whether the qualitative behaviour of in the plane merely reflects analogous behaviour of the energy density injected by the quench, which we show in figure 16 of appendix C. We find that possesses much more structure than , and that there is no strong correlation between the behaviour of and .



4.2.1 dependence
Figure 3 shows cuts where and hence the quench is entirely driven by . Figure 3(a) and (b) correspond to -quenches in the TFIC (). We see that, in addition to the trivial zeros at , the plots for present a very pronounced local minimum at criticality , where a cusp marks non-analytic behaviour and is anomalously close (but not equal) to zero. Figure 3(c) shows that analogous behaviour emerges in -quenches even away from the TFIC limit (). In the density plots of figure 2(a) and (b) these dips at criticality coincide with the narrow purple regions around the critical line .
Figure 4 considers again the dependence of on , but now in quenches where in addition to (2-parameter quenches). While for one again generally finds a dip at criticality (cf. figure 2(a) and (b)), the behaviour is richer when one allows large jumps . In such cases one can find again a dip at criticality , as shown in figure 4(a) (cf. figure 2(b)), but it is also possible to find situations where features a non-analytic point that does not represent a pronounced local minimum, as shown in figure 4(b) (cf. figure 2(a)).
In figure 2(c) and figure 4(c) we show, respectively, a density plot and a cut for quenches from the critical point . In this case the situation is yet again different, with the critical point exhibiting a local maximum (instead of a minimum) emerging as a non-analytic cusp.
We stress that while the singular nature of at the critical points is due solely to , the behaviour as a pronounced local minimum or maximum depends in general on the interplay between and (cf. density plots in appendix C), and it is therefore in general only a property of the athermality.
4.2.2 dependence
Figure 5 shows cuts for the dependence of on , with , and fixed. Based on the features of figure 2(a) around the XX critical line we expect situations where the critical point corresponds to a local-minimum cusp. This is shown in the cut of figure 5(a), for choices of similar to those of figure 2(a). On the other hand, figure 5(b) shows a cut for parameters choices similar to those of figure 2(b), and indeed we find a local-maximum cusp, as expected from the density plot. The density plot of figure 2(c), corresponding to a critical initial state features both regions where the critical point corresponds to a minimum cusp ( close to 1), and regions where corresponds to a maximum cusp ( close to ), which we have also verified by appropriate cuts. As for the case of the Ising critical line, also here the non-analytic behaviours are entirely due to , while the local-minimum (local-maximum) nature of the critical points arises in general from the nontrivial interplay between and (cf. density plots in appendix C).
4.2.3 Non-analytic behaviour from root densities and pinning mechanism
The non-analytic behaviour of at the critical lines (cf. density plots in appendix C) is inherited from the singular points in the and dependence of (equations (4.7) and (4.8)), which in turn can be traced back to the dispersion becoming gapless at criticality. For example, focusing directly on the density of occupation numbers , it is easy to see that
| (4.12) |
where is the sign function. Therefore is subject to a discontinuous jump from to whenever or cross the critical points or . Exactly on the critical Ising line we find
| (4.13) |
and analogously for , by the symmetry of . Similar discontinuities are found along the XX line when or cross zero, at the values of for which . Examples of the discontinuous jumps across the Ising line are given in figure 6 (see figure 17 for additional plots). In appendix B we prove analytically that the existence of singular points for translates into non-analytic features at criticality of .



Some of the most striking features arising from the previous athermality plots are the dips at criticality for which , see figure 3 and figure 4(a). In the case of the Ising line, they emerge due to a pinning mechanism for which both (see equation (4.13)) and (see equation (4.10) and remember ) are pinned to the value of for and , while also featuring very similar decays away from . This forces the curves and to be anomalously close to each other, drastically suppressing . An example of the Ising-line pinning is shown in log-scale in figure 6(c). Similar (quasi)pinning mechanisms are also responsible for the dips along the XX line, like the one in figure 5(a).
4.3 Varying the prequench Hamiltonian
We now investigate the structure of as a function of the prequench parameters , for fixed postquench . In this setup it is perhaps more natural to expect signatures of quantum criticality in the plots for , given that we vary the parameters and that define the ground state.
Due to the invariance of under the swap , for any density plot or cut of presented in section 4.2 as a function of (for fixed and ), the contribution to remains identical if we consider now the athermality as a function of (for fixed chosen to be identical to the used in the figures of section 4.2). However, the overall changes with respect to the plots of section 4.2 because of the now different contribution , where unlike before is determined by the average energy of the fixed Hamiltonian in the varying initial state . Indeed, while in section 4.2 the postquench energy density , and by consequence , did not feature singular points as we varied and , here is singular at the critical lines as we vary and . For fixed postquench and we have
and by application of the Hellmann-Feynman theorem we obtain
| (4.16) |
where is the ground state energy of . By definition of quantum phase transition is singular at the critical points (in the XY chain logarithmic divergences appear in the second-order derivatives of ), therefore equation (4.16) proves that the postquench energy density , and by consequence via , is singular too (see appendix C for some plots).
In figure 7 we show density plots analogous to those of figure 2 but swapping , i.e. we now vary and fix equal to the values from figure 2. By visual comparison we see that the structure of is very similar to that of figure 2, in particular with the critical lines emerging as non-analytic features. However, as discussed, the results are not expected to be equal and indeed one can easily identify differences, e.g. the absence of a local-minimum cusp (which we verified also by means of cuts) on the XX line of figure 7(a) as compared to figure 2(a) (cf. also figure 5(a)). Density plots and cuts for , and corresponding to the parameter choice of figure 7(a) are shown in figure 18 of appendix C. Similarly to before, we find that in some interesting structure (see e.g. figure 7(a) for and ) emerges from the interplay (i.e. the difference) between and (cf. same parameter region in figure 18, where the behaviour appears qualitatively different).



5 XXZ chain
The spin-1/2 XXZ chain is a paradigmatic interacting integrable model solvable by Bethe ansatz [12, 111, 167–171]. In the absence of external magnetic fields its Hamiltonian reads
| (5.1) |
where we assume PBC and focus on antiferromagnetic couplings , . The quantum phase diagram for anisotropies features two phases separated by a quantum critical point at :
- is a gapped phase where the GS spontaneously breaks the symmetry , giving rise to antiferromagnetic order along the axis.
- is a gapless Luttinger liquid with quasi long-range order.
The Hamiltonian (5.1) possesses a symmetry associated with conservation of the magnetization . The eigenvalues of are , where denotes the number of spins flips relative to the fully polarized state with all spins up. Below we focus only on quenches from initial states that have zero magnetization and therefore no additional chemical potential (i.e. external magnetic field) must be included in the GE ( automatically in equation (2.10)).
The spectrum of the XXZ chain features bound states [111], i.e. solutions of the Bethe equations forming regular string patterns in the complex plane (see appendix D). Therefore each macrostate is identified by a set of root densities , which specify the distribution of the real string centers for bound states composed of particles (i.e. spin flips relative to the fully polarized state). In appendix D we report the TBA equations determining the thermal macrostates at inverse temperature [111]. For our purposes, the most important facts about the TBA description of the XXZ chain are the following:
- In the regime there are an infinite number () of distinct string types and . The string centers are restricted to the real interval .
-
In the regime we restrict our attention to values of the anisotropy parametrized by
(5.2) This subclass of the roots of unity points is characterized by a relatively simple TBA description [111] (due to a significantly enriched symmetry algebra [152–154]), in which only distinct string types are allowed. The number of particles in each string fulfils . The cases of (simple unbounded magnons) are distinguished by their parities and (see appendix D), which are associated respectively with a real and complex rapidity. For for we have instead . The string centers live on the full real line .
Given a macrostate specified by the root densities for , the Yang-Yang entropy density is given by
| (5.3) |
Here denotes the density of hole centers associated with (see appendix D), and () for ( fulfilling equation (5.2)).
5.1 Initial states and GGE root densities
We focus on quenches from the class of tilted-Néel product states
| (5.4) |
These have zero magnetization irrespective of the tilting angle , and their average energy density is given for arbitrary anisotropies and tilting angles by
| (5.5) |
Exact formulas for the overlaps between the Néel state () and the XXZ eigenstates have been derived in refs. [172, 173], while a conjecture for the overlaps in the full class (5.4) has been proposed in ref. [174].
Actually, in the regime ref. [175] (see also ref. [146]) obtained explicit results for the GGE root densities for the full class (5.4), by reconstructing the rapidity distributions from the initial state [123, 140] (see also refs. [70, 176]). Simple and compact recursive formulas to obtain the GGE and up to arbitrary can be found directly in ref. [175]. For arbitrary tilting angles the majority of particles are unbounded magnons (), while bound states () contribute a finite but lower amount to the total density .
In the regime of equation (5.2) we restrict our attention to the Néel state () for which the quench action TBA equations have been obtained for the anisotropies of equation (5.2) in ref. [147] (see also ref. [177]). The equations are reported in appendix D. They can be numerically solved to determine the GGE root and hole densities and . Also in this regime unbounded magnons are generally the dominant contribution.
Having access to and both for the GGE and the thermal macrostate, we compute the athermality by applying equations (3.7) and (5.3).
5.2 Results



In figure 8(a) we report the density of athermality as a function of in a quench from the Néel state (). Remarkably, we observe the same phenomenology frequently found in the XY chain, namely the presence of a dip at criticality () in the form of a pronounced local-minimum cusp. The singular nature at is again due to the GGE entropy density , as visible in figure 8(b), while the GE entropy in figure 8(c) appears smooth, as expected. These results show that a reduction in the degree of athermality at quantum critical points is not an artifact of free models like XY, but can occur also in the presence of interactions. Figure 8(a) and (b) also uncover in the gapless regime what appears as a strongly non-smooth behaviour of and as functions of . This is analogous to the fractal behaviour found in other physical quantities like Drude weights [88, 90], which emerges due to the discontinuous quasiparticle content at different roots of unity points for (equation (5.2) being the simplest class of such points). On the other hand, shown in figure 8(c) appears smooth also for , again due to the impossibility of finite-temperature phase transitions in 1D. Indeed, it is analytically well-understood that discontinuities in the quasiparticle content at the roots of unity points play no role in GE thermodynamics [178].








Given the simple pinning mechanism behind the dips at criticality discussed for XY, it is natural to wonder if something similar happens for the XXZ chain. In figure 9 we plot in log-scale the GE and GGE root densities for a few values of and in the Néel quench (). We observe a behaviour that is qualitatively similar to the pinning mechanism of figure 6 for the XY chain. In particular, as we approach the quantum critical point , both the GE and GGE root densities for each shrink around and develop similar pronounced peaks. An important difference compared to XY is that the pinning value is unbounded as the limit is approached. This is a consequence of the -dependent density of total vacancies , which is instead a constant in free theories like XY. In particular, develops a divergence at in the limit . This is due to the fact that, in the limit considered, the driving term in TBA (see equation (D.3) for and equation (D.13) for in appendix D) approaches a Dirac delta centred at zero. Given that the entropies (5.3) depend also on the hole densities, in appendix D we report plots identical to those in figure 9 but for , and find that a similar pinning mechanism emerges. It is natural to wonder if a pinning mechanism to finite values, hence more similar to the one seen in XY, appears if one focuses on the bounded filling functions . We find this to not be the case, given that the similarity between the GE and GGE filling functions emerges on a large range of values as an almost constant plateau, see plots in appendix D. In appendix D we show that a pinning mechanism for arises also in the gapless regime as is approached (i.e. in the parametrization (5.2)), giving rise to the dip at criticality for on the left side of figure 8(a).
Thanks to the results of ref. [175], in the gapped regime we can also consider nonzero tilting angles for the initial states (5.4). From figure 10(a) we observe that a decrease in the athermality close to criticality is present also for . In figure 10(b) we plot the GE and GGE entropy densities giving rise to the dip. Figure 10(c) compares the temperatures as a function of in both the and quenches, demonstrating that in general there is no simple direct correlation between the behaviour of the temperature and that of (cf. the minimum of at intermediate values of in the case).
Overall, the results of this section demonstrate that sharp signatures of quantum criticality in the athermality and GGE entropy survive also in the presence of interactions.



6 Lieb-Liniger model
The Lieb-Liniger (LL) model [179, 180] describes a one-dimensional gas of bosons interacting with Dirac delta potentials (we set )
| (6.1) |
Here denotes the annihilation operator for a canonical Bose field, is the interaction strength and we assume PBC. The model cannot be mapped to a free theory aside for the limits (free bosons) and (free fermions via a continuum Jordan-Wigner transformation [181, 182]). In the following we consider both the repulsive () and attractive () regimes [111, 183].
For the model admits no bound states in the spectrum, and the eigenstates are parametrized by real rapidities only. Therefore, in the TBA description the macrostates are specified by a single root density (see appendix E for details). The ground state sector is gapless irrespective of the interaction strength , and the low-energy physics is described by a Luttinger liquid [184, 185].
Given the absence of a quantum critical point, based on the results from the previous sections we can already anticipate that the athermality will feature less structure than in the XY and XXZ cases. We stress that in repulsive LL the thermal macrostate features an additional experimentally relevant Lagrange multiplier , associated with the conservation of the number of particles (see equation (2.11)). The TBA nonlinear integral equations defining are reported in appendix E.
In the attractive regime bound states of arbitrary number of particles exist (corresponding to strings of arbitrary length) [111, 183, 186, 187] and macrostates are specified by an infinite sets of root densities , corresponding to the densities of bound particles with string center . Crucially, the attractive LL does not admit a stable thermodynamic limit in equilibrium. For , the system undergoes a collapse into a macroscopic bound state whose ground-state energy is superextensive ( at fixed nonzero density) [111]. Because the entropy scales only extensively (), temperature cannot stabilize the free energy, precluding the existence of a well-defined thermal ensemble. Therefore at the athermality cannot be defined. However, quantum quenches to the attractive LL are perfectly meaningful [186, 187] and can be experimentally realized [188–192]. Indeed, in the quench setup the extensive charges (including the energy) associated with the initial state are conserved and therefore at late times the system is locally described by a well-defined macrostate of . This enables us to consider the behaviour of both () and (). These, together with the thermal Yang-Yang density , are obtained from equation (5.3) by setting and () for ().
6.1 Initial state and GGE root density
We focus on a quench with Hamiltonian starting from the ground state of the free bosonic theory
| (6.2) |
where are the standard Fourier modes . The Bose-Einstein condensate (BEC) ground state of in the -particle sector is
| (6.3) |
It possesses off-diagonal long-range order [193] and it is a famous example of an integrable initial state [141]. Exact expressions for the overlaps between and the eigenstates of (for arbitrary ) have been obtained in refs. [157, 173, 194].
In the repulsive regime , thanks to the overlap formulas, ref. [157] obtained an analytic expression for the saddle-point root density , which for completeness we report in appendix E. A remarkable feature of this quench is that, unlike which has an exponential decay, decays only polynomially (as ) for large [157].
For the attractive quench , starting again from the overlap formulas, refs. [186, 187] obtained an explicit set of recursive equations from which one can easily obtain the GGE -particle-string root densities (up to large values of ). The equations, together with details on the TBA description of LL at , are given in appendix E. A very interesting feature of the stationary state reached in such a quench is that the density of bounded particles is generally higher than that of unbounded ones , hence most of the spectral weight is on bound states. Furthermore, perhaps counter-intuitively, the lower the value of the higher it is the contribution of bound states of many particles.
6.2 Results
In the context of the BEC to LL quench, we can vary the postquench Hamiltonian by tuning the interaction at fixed , or change the initial state at fixed postquench by varying the initial density of particles .
For , we plot in figure 11 the athermality density in both cases. The curves for grow in a simple fashion with increasing or , and do not present any remarkable behaviour (e.g. singularities or dips) similar to the one seen for the XY and XXZ chains. In light of the results from sections 4 and 5, we interpret this as a consequence of the absence of quantum phase transitions in the phase diagram of LL for . We notice, however, that while the growth of trivially correlates with the growth of the initial energy density as a function of and , the functional forms of their increase are quantitatively very different. The increasing trend of as a function of and turns out to be extremely similar to that of its components and , which are plotted in figure 22 of appendix E. In figure 12 we show the root densities and for and (see also ref. [157] for similar plots). We observe that even for fairly big changes in , the differences between the two root densities remain qualitatively very similar. This is the underlying reason for the lack of a rich structure in , cf. figure 6 for the XY chain.




In figure 13 we plot the GGE entropy density as the interaction varies from the repulsive () to the attractive () regime at a fixed density . We observe that no striking features appear in the bulk of the two regimes. The trivial zero of the Yang-Yang density at arises simply because at this point no quench occurs, due to our choice of the initial state (6.3) (GS of the theory). However, we notice that here the singular nature of the trivial zero is apparent already from the plot in figure 13 of the GGE entropy (strong singularity), while at the trivial zeros of the XY chain (section 4) it becomes evident only in higher-order derivatives of (weaker singularity).

We expect non-trivial singular points in to emerge at for different initial states that are not eigenstates of the free theory. While explorations of this possibility are constrained by the limited results available [195] for exact overlaps in non-free initial states, it is certainly an interesting question to address in future work, because at a radical change in the low energy spectrum occurs which is more drastic than that associated with standard quantum critical points.
7 Harmonic chain
We finally explore how the conclusions from the previous sections change in a model whose underlying excitations have bosonic nature, unlike those of XY, LL and XXZ which obey a (generalized) Pauli principle. We stress that the emergence of a generalized Pauli principle is ubiquitous in the interacting integrable context [12]. Therefore, to avoid it, we focus on a simple free bosonic model: the harmonic chain (HC) with PBC
| (7.1) |
Here denotes the position of an oscillator centered around site and its momentum, satisfying the canonical commutation relations . Using QFT terminology, the mass controls how tightly bound to their associated sites the oscillators are. In the limit the model becomes gapless and represents a quantum critical point whose low energy physics is described by a massless free boson CFT. The Hamiltonian can be easily diagonalized in Fourier space by introducing standard creation () and annihilation () operators with canonical commutation relations
| (7.2) |
leading to the diagonal form
| (7.3) |
The thermal occupation function at inverse temperature is given by the Bose-Einstein distribution
| (7.4) |
We focus on quenches from the ground state of and time-evolve with . The GGE density is obtained as [107]
| (7.5) |
where in the previous equation refers to the modes diagonalizing the final Hamiltonian . As before the inverse temperature is fixed by the initial energy density. A major difference compared to the previous sections is that the expression for the Yang-Yang entropy density must be modified to account for bosonic statistics
| (7.6) |
With the knowledge of and we can use equation (7.6) to compute the GE and GGE entropy densities and hence the athermality .






In figure 14 we plot, as a function of the postquench mass , the densities of (a) athermality , (b) entropies and , and (c) the energy , in a quench starting from the GS of . We find the behaviours in the case to be representative of generic mass quenches in the HC. We note from figure 14(a) that is at least one order of magnitude smaller than that found in previous sections. This is not a consequence of the overall magnitude of the entropies being lower, but of the fact that and differ very little relative to their magnitude, as evident from figure 14(b). Importantly, this behaviour is observed despite the injected energy density in the system, see figure 14(c). We find that the curve for generally displays the following features: (i) it has a trivial zero at , as expected; (ii) it has a smooth local minimum at some value to the right of the trivial zero ; (iii) the critical point is a local maximum approached in a smooth way, hence we find no dips at criticality.
It is instructive to understand how these results emerge from the occupation functions and , plotted in figure 15 again for the quench. As we approach criticality, we find a pinning mechanism at infinity around the momentum , as evident from figure 15(a). This is expected for because of the divergence at both in equation (7.5) and equation (7.4) (the inverse temperature remains finite at ), due to the absence of a gap . Interestingly, this does not give rise to a dip at criticality in , despite the fact that (when observed on the full scale of values they take) the occupations functions look more similar close to criticality than for any other value of . In figure 15(b) we plot the occupation functions at a value . The scale of values taken by the occupation functions is greatly reduced compared to , and the curves for and happen to be very similar at this point, which is intermediate in their respective crossovers from the to the behaviours. In figure 15(c) we plot the occupation functions at a larger value of (). Here, while the curves for and appear visibly very different, we notice from figure 14(a) and (b) that they only give rise to very small values of . This is quite different from what we quantitatively found in the previous sections, where clear differences in the root densities always gave rise to significant differences in the entropy densities. The source of this discrepancy is the bosonic statistics intrinsic in the current definition (7.6) of entropy. Recalling the definition of athermality in equation (2.5) as a relative entropy, this suggests in the spirit of quantum Stein’s lemma [113, 116, 117] that a bosonic GGE is more difficult to distinguish from its closest GE compared to the (effectively) fermionic context.
8 The time evolution of athermality after a quench
A natural question, which turns out to admit a rather simple answer, concerns the time evolution of the athermality following a quantum quench. As already discussed, only reduced density matrices of finite subsystems relax to stationary values, which are described by a GE in nonintegrable systems and by a GGE in integrable ones. The notion of athermality in the quench context is therefore intrinsically local, and its dynamical behaviour can be analysed by focusing on a sufficiently large subsystem , where boundary contributions are negligible compared to the extensive part of the entropies involved. With this approximation in mind, denoting by the reduced density matrix of the Gibbs ensemble at the effective inverse temperature discussed and calculated in the previous sections, and , we simply obtain
| (8.1) |
where we have used
| (8.2) |
This follows from the fact that is (for large subsystem sizes) approximately a Gibbs state of the local Hamiltonian , i.e. , and from (we are implicitly assuming the initial state and quench to be homogeneous). In fact, the right-hand side of equation (8.1) could have been obtained directly from equation (2.9) given the approximation for above.
At this point, the time evolution of the athermality after a homogenous quantum quench in an integrable model, for a subsystem of length embedded in an infinite system, can be obtained immediately from the quasiparticle picture of entanglement growth [10, 11, 83]. Indeed, using eq. (8.1) and the quasiparticle picture for , in the scaling limit with fixed, one straightforwardly finds
| (8.3) |
where the index labels the quasiparticle species (or string types in the Bethe-ansatz language), is the corresponding GGE Yang-Yang entropy function (i.e. the integrand in equation (5.3)) and is the quasiparticle velocity. Note that for large times, eq. (8.3) converges to the GGE athermality, as expected.
We can repeat the same reasoning that led to eq. (8.2) (generalized to all higher quasilocal charges) to argue that
Then we have
| (8.6) |
We note that coincides with the one obtained in ref. [196], despite arising from a conceptually different approximation and from a different physical perspective. In the present case, the result emerges naturally from the resource-theoretic notion of athermality.
Moving briefly the attention to ergodic systems that thermalise in the conventional sense, the athermality
| (8.7) |
vanishes at long times. As a result, it provides a natural probe of the quantum Mpemba effect in closed systems [197–199]. Indeed, essentially the same quantity has already appeared in recent studies of anomalous relaxation and Mpemba phenomena [196], although without being interpreted as a measure of athermality. Our analysis therefore places these previous observations within a broader unified framework, showing that the accelerated approach to equilibrium can be viewed as accelerated consumption of the resource associated with non-thermality. This observation is consistent with the findings of ref. [200], which provide a resource-theoretical unification of Mpemba effects.
9 Conclusions
In this work, we have introduced and studied the concept of athermality as a quantitative measure of the difference between the local stationary state of an integrable system after global quantum quenches (GGE) and the thermal state (GE) to which the system would have locally relaxed in the absence of integrability. Within the framework of quantum resource theory, we have defined athermality as the relative entropy between a given state and the closest GE, which possess the same average energy. In the context of integrable quenches, this identification provides a particularly transparent interpretation of athermality as a measure of the memory retained by the system of the additional conservation laws associated with integrability. We stress that the athermality can be employed more generally to characterize arbitrary GGEs, which arise in several physical contexts even beyond the quench setup.
We evaluated the athermality in a broad range of paradigmatic integrable models, including the free XY spin chain, the XXZ spin chain, the Lieb-Liniger gas, and the harmonic chain.
The most surprising outcome of our work concerns the role of quantum criticality. We found that the athermality often becomes anomalously small when the post-quench Hamiltonian is tuned to a quantum critical point. Furthermore, the athermality systematically develops a nonanalyticity at criticality. This behaviour is a priori surprising because GGEs describe highly excited states located deep in the many-body spectrum, far from the ground state where the quantum phase transition occurs. Nevertheless, signatures of zero-temperature criticality survive and remain clearly visible in the stationary state. We have argued that the dips at criticality of the athermality may be related to the well-known thermalisation properties of conformal boundary states [106, 107], which become increasingly relevant in the scaling limit near criticality. However, the extreme suppression of the athermality observed in several models remains only partially understood from a physical perspective and hence deserves further investigation.
Our results also establish a direct connection between athermality and non-equilibrium dynamics. For sufficiently large subsystems, the time evolution of the athermality after an integrable quantum quench is governed by the same quasiparticle picture that describes the growth of entanglement entropy. As a consequence, athermality naturally emerges as a probe of the quantum Mpemba effect, both in non-ergodic and ergodic systems. From this perspective, accelerated relaxation corresponds to an accelerated depletion of the resource associated with non-thermality.
The present work opens a number of interesting directions for future research. On the theoretical side, it would be valuable to obtain a deeper microscopic understanding of the relation between quantum criticality and the suppression of athermality at finite energy density, and verify if the phenomenology we uncovered here survives in quenches from non-integrable initial states [47, 201, 202]. It would also be interesting to investigate whether similar phenomena occur in non-integrable systems, where the notion of stationary GGE is absent but prethermal regimes may still emerge [13–17]. In certain regimes, a modified quasiparticle description has been shown to hold [25]. In such cases, the framework developed here is expected to extend straightforwardly. Another natural direction concerns the study of athermality in open quantum systems [203] and in monitored many-body dynamics [204–206], where thermalisation competes with dissipation and measurement-induced effects. A final interesting research direction would be to investigate athermality in the many situations where a time-dependent GGE emerges as an effective description of the dynamics [130, 135, 207–211]. In such cases, an additional layer of complexity arises because the reference thermal state itself becomes time dependent. As a consequence, the evolution of the athermality would reflect not only the dynamics of the system but also the evolution of the thermal ensemble against which it is being compared, potentially leading to a much richer phenomenology.
More generally, our results suggest that the athermality provides a powerful and physically transparent lens through which to view integrability, thermalisation, and non-equilibrium quantum dynamics. We hope that it will prove useful in future studies of generalized equilibrium states and of the rich dynamical phenomena that arise in isolated quantum many-body systems.
Acknowledgments
We thank Filiberto Ares, Colin Rylands, and Enej Ilievski for useful discussions. We acknowledge financial support from the Royal Society through the University Research Fellowship No. 201101 (B.B.), and the European Commission through the ERC-AdG grant MOSE No. 101199196 (R.S. and P.C.).
Appendix
A TBA and GGE entropy density
The spectrum of free and interacting integrable models is known, and the eigenstates are parametrized by a set of scalars [12, 111]. In the free case these represent the free single-particle momenta of the excitations on a chain of size , e.g. . In the presence of interactions, where they are known as rapidities, the entries of are in general complex and satisfy a nontrivial set of boundary constraints known as Bethe equations [12]. One of the major difference with respect to free models due to interactions is that modifying a single rapidity produces changes in the full set (via the Bethe equations). The eigenstates simultaneously diagonalize all the extensively many (quasi)local charges obtained from the logarithmic derivatives of the model’s transfer matrices [12, 32, 111, 126].
In the TBA framework [110, 111] one considers directly the limit of , where it is more convenient to focus on classes of eigenstates that feature an identical distribution of rapidities, defined for asymptotically large as
| (A.1) |
For any a distribution of holes can be defined from thermodynamic limit of the Bethe equations, and it represents the interacting analogue of the density of unoccupied momenta in free models. In models possessing multiple species of quasiparticles, e.g. bound states (see appendices D and E), the single root density is replaced by a set , where denotes the root density for the -th species [111]. Analogously . Each defines a macrostate containing a number of distinct eigenstates (or microstates) characterized by the Yang-Yang entropy density , defined (conceptually) as
| (A.2) |
Explicit expressions for in terms of and in all the models of interest are reported directly in the main text, see equations (4.11), (5.3) and (7.6). Importantly, eigenstates belonging to the same macrostate have identical local properties (e.g. expectation values for any local operator ) [12].
By maximising with respect to under the constraints of fixed energy density (and particle density for models with a conventional U(1) charge) one obtains the thermal root densities that exponentially dominate GE averages at the corresponding inverse temperature (and chemical potential ). Very similarly, averages with respect to GGEs from equation (3.1) are exponentially dominated by a corresponding non-thermal macrostate , which can be determined from a similar TBA maximization procedure provided that all Lagrange multipliers from equation (3.1) are specified [35].
In the quantum quench context, the Lagrange multipliers are in principle fixed by the initial expectation values . The latter can be computed efficiently [176]. However, the determination of for all starting from known values of is difficult and in general not a viable route [176]. The problem has been solved using three alternative strategies:
- Whenever exact expressions for the overlaps are known, the quench action [138, 139] formalism can be employed to obtain from a generalized saddle-point analysis [138, 157, 212–214] similar to the one that determines . The quench action perspective demonstrates that represents the macrostate carrying the overwhelming thermodynamic weight in the eigenstate decomposition of . Importantly, this method entirely bypasses the charges and their initial values , and therefore it can be employed also in cases in which the densities of the charges are not well defined. This is for example the case for the BEC-to-LL quench [157] considered in section 6.
- It was shown in refs. [123, 140, 175, 212, 213] in the paradigmatic context of the XXZ chain that it is possible to bypass the computation of and obtain the root densities directly from the initial-state expectation value [176] of a set of generating functions of all the (quasi)local charges . This is achieved due to the remarkable fact that in the thermodynamic limit the implicit dependence of on can be analytically inverted [123, 140].
- Refs. [146–149] devised a method to obtain via a quantum transfer matrix [215–217] approach that bypasses the need for the overlaps or the construction of the charges . It is applicable for quenches from integrable initial states [141] due to the fact that these preserve the integrability of the quantum transfer matrix at the boundary.
In this work we have made use of results obtained from all these approaches.
B Proof of singular behaviour of GGE entropy in XY chain
As discussed in section 4.2.3, the non-analytic behaviour of at quantum critical points is inherited from the singular points at criticality of . We now prove this fact analytically, despite an explicit expression for is not available. For simplicity we focus on the quantum critical point along the Ising line, where generically we set , , . Other critical points can be treated similarly.
Our starting point are the expressions for from equation (4.7), in particular
| (B.1) |
where . Singular points of , if present, come from a small integration around in equation (4.11), therefore we focus on the Yang-Yang integral restricted to a very small interval with . Indeed, the integral outside of this interval can only yield analytic contributions in due to the absence of singularities in away from . Introducing the small parameter , we expand both the numerator and denominator of around and
where in equation (B.2). Given that vanishes in the limit at finite or at finite, and in the scaling limit , its appearance in the denominator can be Taylor expanded and this leads us to
| (B.5) |
Here the constants do not depend on or . We now consider the Yang-Yang integrand function from equation (4.7), which is analytic around in the full fermionic range , from which we obtain
| (B.6) |
The leading order singularity in comes from terms in equation (B.6) that give rise to the following known integrals (here )
| (B.7) |
where are -dependent constants (for example ) and indicates non-singular contributions coming from some simple rational functions of and , and from the smooth term . All the other terms in equation (B.6) give rise to singularities of higher order or to analytic contributions in . For example, again for , we get
where and are -dependent constants. This proves that the expansion of (now denoted as a function of the transverse field) around is singular, and takes the form (we denote with coefficients that are -independent)
| (B.10) |









C Additional results for XY chain

In figure 16 we show density plots for the postquench energy density , Gibbs entropy density and GGE entropy density related to the athermality plots of figure 2. It is evident that there is little correlation between the athermality density from figure 2, or from figure 16(c), (f) and (i), and the injected energy density of figure 16(a), (d) and (g). This confirms that and capture interesting extra features of the quench at late times. Figure 16(c), (f) and (i) also showcase the non-analytic behaviour of at the critical lines, analytically proved in the previous subsection.
Figure 17 shows log-plots for the occupations functions and in TFIC, similarly to those of figure 6, but here starting from an initial state in the paramagnetic phase (as opposed to of figure 6). The conclusions regarding the singularities and the pinning mechanism are identical to those in section 4.2.3.
Figure 18 shows density plots and cuts for , and as a function of and , for the same postquench parameters of the athermality plot in figure 7(a). As discussed in section 4.3, now also and present singularities as a function of and , as evident in particular from the cuts in figure 18(d) and (e).






D TBA and additional results for XXZ chain
Eigenstates of the XXZ chain (5.1) with magnetization are constructed via the Bethe ansatz as plane-wave superpositions of product states hosting spin flips (particles) with respect to the fully polarized state [12, 111]. The regimes and differ significantly in the structure of the Bethe ansatz [111], and we analyze them separately.
D.1 TBA for
The complex momenta entering the plane-wave expansion of the Bethe wavefunction are related to the rapidities by
| (D.1) |
The solutions of the Bethe equations corresponding to normalizable wavefunctions with particles include strings patterns of particles
| (D.2) |
where , is the real string center belonging to the interval , and are exponentially small (with system size) corrections to the perfect string pattern (that can be neglected in the thermodynamic treatment). The case of corresponds to unbound magnon excitations, while all strings give rise to bound states. In TBA a macrostate is specified by the particle and hole densities and associated with all -particle strings (we fix the convention ), where refers to the center of the string in equation (D.2). The two densities are related by the following non-linear integral equations [111]
where we denoted with the convolution
| (D.5) |
The thermal macrostate at finite inverse temperature is obtained, using equation (D.3), from the following set of coupled integral equations in terms of [111, 218, 219]
The previous sets of integral equations involving the periodic functions (with period ) and can be numerically solved in an efficient way by working in Fourier space (Fourier series and associated convolution theorem). In practice we use the trapezoidal rule to discretize the interval and employ the Fast Fourier Transform (FFT). The GE root densities obtained from the integral equations above automatically feature the correct density of particles
| (D.9) |
The value of is set by equating the GE energy density to the energy density set by the initial state
| (D.10) |
D.2 TBA for
In the gapless regime the complex momenta in the Bethe wavefunction are related to rapidities by
| (D.11) |
For the choice from equation (5.2) the -th allowed string type, containing particles, is
| (D.12) |
Here: ; is known as parity; we choose the convention for and ; the real string centers live on the full real line ; are again negligible exponentially suppressed corrections.
The TBA equations analogous to equation (D.3) are [111]
where now denotes the convolution
| (D.16) |
Also in this case it is possible to rewrite equation (D.13) in a decoupled form [111, 177] which is convenient for the numerical solution. The thermal macrostate is obtained, using equation (D.13), from the set [111]
| (D.17) |
where
| (D.18) |
The GGE macrostate associated with the Néel initial state, i.e. equation (5.4) for , is obtained by combining equation (D.13) with the following recursive set of equations [147, 177]
where the function is given by
| (D.20) |
















Considerations similar to the ones of the previous section apply for the numerical solution of the sets of integral equations. Again, the GE and GGE root densities obtained from the integral equations above automatically feature the correct density of particles
| (D.21) |
while the value of for the GE distribution is set by (again denoting as the energy density in the initial state)
| (D.22) |
D.3 Additional results
Similarly to figure 9 of the main text (, ), in figure 19 we show that a pinning mechanism for occurs also in the gapless regime at values (5.2) parametrized by the positive integer .
In figure 20 we show plots for the hole densities analogous to those for of figure 9 in the gapped regime and for the Néel quench . Again, we find that a very similar pinning mechanism around occurs.
In figure 21 we show close to criticality () the filling functions in the Néel quench . We observe that for the similarity between the GGE and GE curves emerges as a common plateau at intermediate values of , instead of a sharp pinning mechanism. In this respect, we remark that the filling functions do not contain all the information needed to reconstruct the entropy densities that define the athermality, as they must be supplemented with knowledge of the total density of vacancies .


E TBA and additional results for LL
E.1 TBA in the repulsive regime
For , due to the absence of bound states, the Bethe spectrum is particularly simple [12]. All -particle eigenstates at finite are uniquely identified by a set of real rapidities , such that
| (E.1) |
where . Unlike in the XXZ chain, the rapidities coincide with the momenta entering the plane-wave expansion of the Bethe wavefunctions.
To compute the density of athermality (3.7) we need the GE and GGE macrostates and . The thermal macrostate is given by the solution of the following set of nonlinear integral equations [12]
where and the values of and are obtained by requiring
| (E.5) |
with and denoting, respectively, the density of particles and energy associated with the initial state in equation (6.3).
The GGE saddle-point root density for the BEC quench has been obtained analytically in ref. [157], and reads
where denotes the modified Bessel function of the first kind of order , and enforces the densities set by the BEC state according to and . The GGE hole density , needed to compute , is simply given by .
E.2 TBA in the attractive regime
In the attractive regime the rapidities solving the Bethe equations and associated with normalizable wavefunctions are generally complex, reflecting the existence of bound states [111]. An -particle string takes the form
| (E.7) |
where denotes the real string center and are exponentially small corrections that can be neglected for large. The GGE root densities for the quench from the BEC state (6.3) have been derived in ref. [186, 187]. Defining and , they are obtained from the following recursive set of equations




where and . The set above automatically enforces
The previous equations for the particle and energy density can be used to check that, in the algorithmic determination of up to a given cutoff , convergence in is reached.
E.3 Further plots
In figure 22 we show the thermal and GGE entropy densities and from which the athermality of figure 11 (repulsive regime) has been obtained.
Funding Statement. This paper has been funded by the following grants/awards. European Research Council: ERC Advanced Grant MOSE No. 101199196; Royal Society: University Research Fellowship No. 201101.
Open Access. This article is distributed under the terms of the Creative Commons Attribution License (CC-BY4.0), which permits any use, distribution and reproduction in any medium, provided the original author(s) and source are credited.
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