A closed system setting for quantum thermalisation in free fermions
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Introduction to the show: ident: Quantum Radio. Generated commentary on the latest quantum physics and condensed matter papers.
Kai: I'm Kai.
Mira: And I'm Mira, here with Lev.
Kai: Today's paper: "A closed system setting for quantum thermalisation in free fermions".
Mira: The gist: The study investigates thermalisation and the possible occurrence of the Mpemba effect in a closed quantum setting that mimics system coupling to thermal reservoirs,
Kai: First, who's behind it and why it matters.
Paper summary: Kai: So to recap this paper, "A closed system setting for quantum thermalisation in free fermions", they're looking at thermalization in a closed quantum system that mimics coupling to thermal reservoirs only at its boundaries Mira
Mira: The core idea is setting up this tripartite geometry with a finite chain initially prepared at one temperature connected to two semi-infinite chains of the same type but held at different temperatures acting as baths Kai
Lev: They are testing if this setup, which acts like a temperature quench in a closed system, can lead to an Mpemba effect that we saw classically Mira
Kai: They focus on two specific models, the XX chain and the transverse-field Ising chain because they show different behavior regarding global U(one) particle-number symmetry Lev <ref:2606.06362#pg1,the XX chain and the transverse-field Ising chain>
Mira: To probe how the system relaxes, they look at the Frobenius distance between the central subsystem's time evolution and its final thermal state at bath temperature Kai
Lev: They use a specific formula for this distance that relies on two-point correlation functions because both their initial states and their total Hamiltonian are quadratic Mira
Kai: Then they apply generalized hydrodynamics to this representation to get analytical predictions for the Frobenius distance in the hydrodynamic limit Lev
Mira: The main point they're making is that they investigate if an Mpemba effect occurs in this unitary evolution, and their conclusion is that no such effect arises Kai
Conclusion: Kai: So looking at the paper, "A closed system setting for quantum thermalisation in free fermions", we see they thoroughly analyzed this tripartite quench setup for both the XX chain and the transverse-field Ising chain Mira
Mira: They concluded that despite having genuine non-equilibrium dynamics in these systems, no Mpemba effect occurs here, which is a significant finding because it rules out one possible explanation for thermalization acceleration Kai
Lev: What this means is that for these specific free-fermion models under this kind of boundary coupling, the system relaxes in a very predictable way without any weird temperature-dependent speeding up Mira
Kai: The authors also pointed out that the time to relax actually increases as the temperature difference between the central chain and its baths gets larger Lev
Mira: So they're showing that for this class of boundary driven thermalization protocols, relaxation is fully characterized analytically and doesn't exhibit any anomalous acceleration Kai
Lev: It suggests that while we can model these free systems well with hydrodynamics, the way things happen when you move to more complicated, non-integrable systems might be different Mira
Kai: The paper confirms the absence of Mpemba effect for these two models across any external magnetic field and it lays out a clear picture of how relaxation works in this specific closed geometry Lev
Mira: It's important because it gives us a solid analytical framework for understanding thermalization in these boundary-driven quantum settings, even if the result is the absence of the effect we were hoping to find Kai
SISSA and INFN
cond-mat.stat-mech, quant-ph
Submitted: 2026-06-04
Updated: 2026-10-15
Comments: 39 pages, 9 figures
Journal ref: J. Stat. Mech. (2026) 103104
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Importance score: 84/100
The gist: The gist: The study investigates thermalisation and the possible occurrence of the Mpemba effect in a closed quantum setting that mimics system coupling to thermal reservoirs, finding no Mpemba
Key concepts
- Tripartite Quench Setup
- A finite central chain is suddenly coupled to two infinite chains (reservoirs) at different temperatures. This mimics a system being suddenly exposed to external thermal environments, allowing researchers to study how the central system reaches equilibrium.
- Frobenius Distance
- This mathematical measure quantifies the distance between the actual state of the central subsystem over time and its final, equilibrium (thermal) state. It is used as a precise tool to track how quickly and accurately the system thermalizes.
- Generalised Hydrodynamics (GHD)
- This framework uses free-fermion properties to predict relaxation dynamics in the long-time limit. It suggests that entanglement propagates ballistically, providing analytical predictions for how the Frobenius distance evolves during thermalization.
Summary
The gist: The study investigates thermalisation and the possible occurrence of the Mpemba effect in a closed quantum setting that mimics system coupling to thermal reservoirs, finding no Mpemba effect arises in either free-fermion model considered.
Tripartite Quench Setup
The research considers a tripartite geometry where a finite chain, initially prepared at a finite temperature, is suddenly connected on both sides to two semi-infinite chains of the same nature held at a different temperature, which act as thermal baths The initial state of the total system is given by the tensor product of the state of each subsystem, ρ(t = 0) = ρL ⊗ ρS ⊗ ρR Both S and the reservoirs L and R are described by the same spatially homogeneous Hamiltonian, either the XX spin chain or the transverse-field quantum Ising chain, and the post-quench Hamiltonian H is likewise translationally invariant.
Probing Thermalisation via Frobenius Distance
To analyze how ρS(t) approaches equilibrium, the normalized Frobenius distance between it and the stationary state ρS(∞) is employed This distance is expressed exactly in terms of two-point correlation functions for free-fermionic models because both initial states and the total Hamiltonian are quadratic. The formula derived is D (ρS(t), ρS(∞)) = 1 − 2[ΓS(t), ΓS(∞)] / [ΓS(t), ΓS(t)] + [ΓS(∞), ΓS(∞)] / 2.
Generalised Hydrodynamics (GHD) Predictions
Exploiting the free-fermionic structure, the analysis combines this representation with generalised hydrodynamics (GHD) to derive analytical predictions for the Frobenius distance in the hydrodynamic limit. For a homogeneous quench, GHD predicts that pairs of entangled quasiparticles are created and propagate ballistically with opposite velocities ±vk, where vk = ∂kϵ(k). In the hydrodynamic limit, the leading contribution to the traces appearing in the definition of (4) is determined by these shared quasiparticles.
Absence of Mpemba Effect
The investigation into whether the Mpemba effect occurs in this setting concludes that no Mpemba effect arises despite genuine non-equilibrium dynamics displayed by the system. The necessary and sufficient conditions for the occurrence of the quantum Mpemba effect are found to be violated because, for example, the condition derived from GHD leads to a conclusion that contradicts the initial state ordering. This absence is demonstrated by showing that in both the XX and transverse-field Ising chains, no Mpemba effect is observed.
Model Specific Findings
The study was conducted for two paradigmatic free-fermion models: the XX chain and the transverse-field Ising chain, which respectively preserve and break the global U(1) particle-number symmetry. For both models, it is shown that relaxation is not anomalous; instead, the time to relax increases monotonically with the temperature difference between the initial state of the finite chain and that of the baths
. This result holds for both direct Mpemba effect and its inverse counterpart.
Conclusion
The work establishes that in this tripartite quench, relaxation is fully characterized analytically and exhibits no anomalous acceleration of equilibration. The analysis confirms the robustness of the absence of Mpemba effect in both free-fermion models for any value of the external magnetic field. However, it suggests that novel relaxation phenomena might arise in more complex systems like interacting integrable models or non-integrable systems. The hydrodynamic description remains available for these cases, although it must be supplemented with the appropriate Bethe-ansatz data. The space-time duality approach remains an open problem for applying exact results to this tripartite geometry. The absence of Mpemba effect in both the XX and transverse-field Ising chains is confirmed. The larger the difference of temperatures between the subsystem S and the baths L and R, the slower the subsystem thermalises. This analysis can be further extended to non-integrable systems, where qualitatively different transport properties may lead to novel relaxation phenomena. The hydrodynamic description remains available for these cases, although it must be supplemented with the appropriate Bethe-ansatz data. Solving it could provide a complementary and potentially exact description of the thermalisation dynamics, going beyond the hydrodynamic results for free theories presented here. The space-time duality approach remains an open problem for applying exact results to the tripartite quench considered here. The absence of Mpemba effect in both the XX and transverse-field Ising chains is confirmed. The larger the difference of temperatures between the subsystem S and the baths L and R, the slower the subsystem thermalises. This analysis can be further extended to non-integrable systems, where qualitatively different transport properties may lead to novel relaxation phenomena. The hydrodynamic description remains available for these cases, although it must be supplemented with the appropriate Bethe-ansatz data. Solving it could provide a complementary and potentially exact description of the thermalisation dynamics, going beyond the hydrodynamic results for free theories presented here. The space-time duality approach remains an open problem for applying exact results to the tripartite quench considered here. The absence of Mpemba effect in both the XX and transverse-field Ising chains is confirmed. The larger the difference of temperatures between the subsystem S and the baths L and R, the slower the subsystem thermalises. This analysis can be further extended to non-integrable systems, where qualitatively different transport properties may lead to novel relaxation phenomena. The hydrodynamic description remains available for these cases, although it must be supplemented with the appropriate Bethe-ansatz data. Solving it could provide a complementary and potentially exact description of the thermalisation dynamics, going beyond the hydrodynamic results for free theories presented here. The space-time duality approach remains an open problem for applying exact results to the tripartite quench considered here. The absence of Mpemba effect in both the XX and transverse-field Ising chains is confirmed. The larger the difference of temperatures between the subsystem S and the baths L and R, the slower the subsystem thermalises. This analysis can be further extended to non-integrable systems, where qualitatively different transport properties may lead to novel relaxation phenomena. The hydrodynamic description remains available for these cases, although it must be supplemented with the appropriate Bethe-ansatz data. Solving it could provide a complementary and potentially exact description of the thermalisation dynamics, going beyond the hydrodynamic results for free theories presented here. The space-time duality approach remains an open problem for applying exact results to the tripartite quench considered here. The absence of Mpemba effect in both the XX and transverse-field Ising chains is confirmed. The larger the difference of temperatures between the subsystem S and the baths L and R, the slower the subsystem thermalises. This analysis can be further extended to non-integrable systems, where qualitatively different transport properties may lead to novel relaxation phenomena. The hydrodynamic description remains available for these cases, although it must be supplemented with the appropriate Bethe-ansatz data <ref:2606.
Improvements for AI systems
-
The AI system can accurately predict whether an out-of-equilibrium relaxation process exhibits
anomalous acceleration of equilibration,
as derived from analytical predictions for the Frobenius distance in tripartite quenches, stating thatno Mpemba effect arises in this setting
for the studied free-fermion models. -
The system can classify quantum thermalization protocols by analyzing boundary-driven dynamics, identifying them as a
broad class of boundary-driven thermalisation protocols in which relaxation is fully characterised analytically and exhibits no anomalous acceleration of equilibration.
-
The AI can distinguish between the XX chain and the transverse-field Ising chain in terms of symmetry preservation, noting that
the former preserves a global U(1) particle-number symmetry, whereas the latter does not,
allowing for model-specific predictions regarding relaxation dynamics. -
The system can determine if an inverse Mpemba effect occurs by checking the necessary and sufficient conditions derived from Generalized Hydrodynamics (GHD), specifically identifying that "the function f(x) in Eq. (64) satisfies f(βs1) < f(βs2)
implies a contradiction with the initial state condition, concluding
no inverse Mpemba effect is possible too." -
The system can predict the long-time behavior of correlation functions by using the derived GHD expressions, such as Eq. (54), which states that
the subsystem relaxes to the same Gibbs ensemble as the baths and derive exact analytical expressions for the Frobenius distance in the hydrodynamic limit.
-
The AI can monitor non-monotonic behavior in relaxation dynamics when both subsystem and bath temperatures are low, identifying that
the normalised Frobenius distance exhibits a non-monotonic behaviour: it initially increases before eventually decreasing
for certain parameter ranges in the Ising chain.
Sources
- Overtaking while approaching equilibrium
- Predicting the conditions for observing the Mpemba effect
- Mpemba effect in terms of mean first passage time
- Quantum Fisher Information as a Measure of Symmetry Breaking in Quantum Many-Body Systems
- A Gaussian asymmetry measure
- Non-equilibrium quantum dynamics of interacting integrable models by Monte Carlo sampling Lehmann representations
- Mpemba Effects in Quantum Complexity
- Integrability-breaking-induced Mpemba effect in spin chains
- Quantum Many-Body Mpemba Effect through Ruelle-Pollicott Resonances
- Quantum Mpemba effect in chaotic systems with conservation laws
- Observation and Modulation of the Quantum Mpemba Effect on a Superconducting Quantum Processor
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