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arXiv:2610.36054

Mesons, Confinement, and Complexity: A Krylov Space Perspective on the Long-Range Ising Chain

Xuhao Jiang, Jad C. Halimeh, N. S. Srivatsa

cond-mat.str-elhep-lathep-thquant-phSubmitted Oct 26, 2026• Announced Oct 28, 2026• 0 citations
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Abstract

We investigate the interplay between confinement and Krylov complexity in the long-range transverse-field Ising chain, where power-law interactions $\sim 1/r^α$ generate an effective confining potential between domain walls without an explicit symmetry-breaking field. Using the time-averaged Krylov state complexity after a quench as a diagnostic, we find that the complexity is strongly suppressed and only weakly system size-dependent at small $α$ and small transverse field $h_x$, where confinement is strongest, and crosses over to rapid growth at larger $α$, where it increases with system size. Within the confined regime, the oscillation frequencies of the complexity agree with the meson masses of an effective two-kink model, with the dominant frequency growing linearly with the lightest meson mass and the time-averaged complexity decreasing approximately as its inverse square. We further study operator Krylov complexity at finite temperature using the Wightman inner product. At low temperature, it exhibits bounded oscillations that directly encode the meson spectrum, whereas this structure is progressively washed out as the temperature increases. These results identify Krylov complexity as a spectroscopic probe of interaction-induced confinement and reproduce, in a microscopic lattice model, the hallmarks of Krylov complexity identified in confining field theories.

AI Summary

The paper asks whether Krylov complexity detects domain-wall confinement generated by long-range interactions, rather than a longitudinal field, and how temperature affects its signatures. It studies the transverse-field Ising chain with couplings $J/r^\alpha$, periodic boundaries, and $\alpha>1$, using finite-system spectral calculations and Lanczos evolution. Meson energies are estimated independently through a finite-ring two-kink approximation. Following a quench from a fully $z$-polarized state, state Krylov complexity is suppressed by up to two orders of magnitude at small transverse field and $\alpha<2$, where the two-kink potential grows without bound. Calculations for $L=12,14,16$ show weak size dependence there and increasing complexity with size beyond a crossover at larger $\alpha$. Fourier peaks track the lowest meson masses. In the strongly confined, weak-quench regime, a two-state approximation gives $\omega_d\simeq m_1$ and $\overline{C_{KS}}\simeq2Lh_x^2/m_1^2$, consistent with the numerical trends. For a connected domain-wall-number operator, finite-temperature calculations using the Wightman inner product at $L=13$ find low-temperature oscillations, staggered Lanczos coefficients, and spectral peaks at meson masses and combinations. A single-mode spectrum gives $C_{KO}(t)=\sin^2(m_1t)$; increasing temperature washes out these features and produces approximately linear growth over the simulated window. The state-complexity average uses $t\in[0,200]$ to avoid finite-size tunneling, but tunneling contaminates part of the crossover region. Operator calculations retain at most 5,000 Krylov vectors. The temperature dependence is a spectral-weight crossover, not an established thermodynamic transition; single-mode oscillations are not specific to confinement. Reconstructing long Lanczos sequences from noisy measurements remains ill-conditioned.

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5 pages, 4 figures, Supplemental Material

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We investigate the interplay between confinement and Krylov complexity in the long-range transverse-field Ising chain, where power-law interactions ∼1/rα\sim 1/r^α∼1/rα generate an effective confining potential between domain walls without an explicit symmetry-breaking field. Using the time-averaged Krylov state complexity after a quench as a diagnostic, we find that the complexity is strongly suppressed and only weakly system size-dependent at small ααα and small transverse field hxh_xhx​, where confinement is strongest, and crosses over to rapid growth at larger ααα, where it increases with system size. Within the confined regime, the oscillation frequencies of the complexity agree with the meson masses of an effective two-kink model, with the dominant frequency growing linearly with the lightest meson mass and the time-averaged complexity decreasing approximately as its inverse square. We further study operator Krylov complexity at finite temperature using the Wightman inner product. At low temperature, it exhibits bounded oscillations that directly encode the meson spectrum, whereas this structure is progressively washed out as the temperature increases. These results identify Krylov complexity as a spectroscopic probe of interaction-induced confinement and reproduce, in a microscopic lattice model, the hallmarks of Krylov complexity identified in confining field theories.
The paper asks whether Krylov complexity detects domain-wall confinement generated by long-range interactions, rather than a longitudinal field, and how temperature affects its signatures. It studies the transverse-field Ising chain with couplings J/rαJ/r^\alphaJ/rα, periodic boundaries, and α>1\alpha>1α>1, using finite-system spectral calculations and Lanczos evolution. Meson energies are estimated independently through a finite-ring two-kink approximation.
Following a quench from a fully zzz-polarized state, state Krylov complexity is suppressed by up to two orders of magnitude at small transverse field and α<2\alpha<2α<2, where the two-kink potential grows without bound. Calculations for L=12,14,16L=12,14,16L=12,14,16 show weak size dependence there and increasing complexity with size beyond a crossover at larger α\alphaα. Fourier peaks track the lowest meson masses. In the strongly confined, weak-quench regime, a two-state approximation gives ωd≃m1\omega_d\simeq m_1ωd​≃m1​ and CKS‾≃2Lhx2/m12\overline{C_{KS}}\simeq2Lh_x^2/m_1^2CKS​​≃2Lhx2​/m12​, consistent with the numerical trends.
For a connected domain-wall-number operator, finite-temperature calculations using the Wightman inner product at L=13L=13L=13 find low-temperature oscillations, staggered Lanczos coefficients, and spectral peaks at meson masses and combinations. A single-mode spectrum gives CKO(t)=sin⁡2(m1t)C_{KO}(t)=\sin^2(m_1t)CKO​(t)=sin2(m1​t); increasing temperature washes out these features and produces approximately linear growth over the simulated window.
The state-complexity average uses t∈[0,200]t\in[0,200]t∈[0,200] to avoid finite-size tunneling, but tunneling contaminates part of the crossover region. Operator calculations retain at most 5,000 Krylov vectors. The temperature dependence is a spectral-weight crossover, not an established thermodynamic transition; single-mode oscillations are not specific to confinement. Reconstructing long Lanczos sequences from noisy measurements remains ill-conditioned.
In high-energy physics, confinement denotes the tendency of fundamental particles to remain bound together, preventing their observation as free, isolated entities. Interestingly, analogous confinement behavior emerges in certain condensed matter systems, for instance, in the Ising model with both transverse and longitudinal fields, where domain walls become confined into meson-like bound states as a result of a longitudinal field-induced linear potential. In this work, we employ the Ising model to demonstrate that Krylov state complexity--a measure quantifying the spread of quantum information under the repeated action of the Hamiltonian on a quantum state--serves as a sensitive and quantitative probe of confinement. We show that confinement manifests as a pronounced suppression of Krylov complexity growth following quenches within the ferromagnetic phase in the presence of a longitudinal field, reflecting slow correlation dynamics. In contrast, while quenches within the paramagnetic phase exhibit enhanced complexity with increasing longitudinal field, reflecting the absence of confinement, those crossing the critical point to the ferromagnetic phase reveal a distinct regime characterized by orders-of-magnitude larger complexity and display trends of weak confinement. Notably, in the confining regime, the complexity oscillates at frequencies corresponding to the meson masses, with its power-spectrum peaks closely matching the semiclassical predictions.
We study the quasiparticle excitation and quench dynamics of the one-dimensional transverse-field Ising model with power-law (1/r^{α}) interactions. We find that long-range interactions give rise to a confining potential, which couples pairs of domain walls (kinks) into bound quasiparticles, analogous to mesonic states in high-energy physics. We show that these quasiparticles have signatures in the dynamics of order parameters following a global quench, and the Fourier spectrum of these order parameters can be exploited as a direct probe of the masses of the confined quasiparticles. We introduce a two-kink model to qualitatively explain the phenomenon of long-range-interaction-induced confinement and to quantitatively predict the masses of the bound quasiparticles. Furthermore, we illustrate that these quasiparticle states can lead to slow thermalization of one-point observables for certain initial states. Our work is readily applicable to current trapped-ion experiments.
Weakly coupled Ising chains provide a condensed-matter realization of confinement. In these systems, kinks and antikinks bind into mesons due to an attractive interaction potential that increases linearly with the distance between the particles. While single mesons have been directly observed in experiments, the role of the multiparticle continuum and bound states of mesons in the excitation spectrum is far less clear. Using time-dependent density-matrix renormalization group methods, we study the dynamical structure factors of one- and two-spin operators in a transverse-field two-leg Ising ladder in the ferromagnetic phase. The propagation of time-dependent correlations and the two-spin excitation spectrum reveal the existence of interchain bound states, which are absent in the one-spin dynamical structure factor. We also identify two-meson bound states that appear at higher energies, above the thresholds of several two-meson continua.
We perform a systematic holographic study of Krylov complexity for a wide class of confining quantum field theories. Using the geometric prescription that identifies the time derivative of the complexity with the proper momentum of a massive probe, we analyse radial geodesics in several top-down gravity duals exhibiting confinement and a mass gap. In all geometries with a smooth infrared end-of-space we uncover a robust and universal qualitative feature: Krylov complexity exhibits oscillatory behaviour. The oscillation frequency is controlled by the confinement scale, while the amplitude depends on both the ultraviolet cutoff and the infrared scale. Additional conserved charges modify these patterns without altering their qualitative structure. We further compare our results with the Krylov complexity of the longitudinally perturbed Ising model. The qualitative agreement suggests that oscillatory behaviour of Krylov complexity constitutes a universal signature of confinement and provides a sensitive probe of infrared reorganisation in strongly coupled quantum field theories.
We investigate the dynamical deconfinement transition driven by excitations in a long-range Ising model. At low temperatures, spatially separated pairs of domain wall kinks are bound by the confining potential and exhibit uncorrelated Bloch oscillations in time. This picture is analogous to bound mesons in quark confinement. As the temperature increases, the meson picture breaks down as the domain wall kinks in proximity interact and disperse, leading to an extended deconfined regime. In this paper, we characterize the deconfinement transition with signatures observed in the average density of domain wall kinks and nonequilibrium changes in its fluctuation. Our findings provide insights into the mechanisms of confinement and deconfinement in long-range spin models, thus opening avenues for further exploration and experimental verification.
The nonintegrable transverse-field Ising model is a common platform for studying ergodic quantum dynamics. In this work, we introduce a simple variant of the model in which this ergodic behaviour is suppressed by introducing a spatial inhomogeneity in the interaction strengths. For this we partition the chain into two equal segments within which the spins interact with different coupling strengths. The ratio of these couplings defines an inhomogeneity parameter, whose variation away from unity leads to constrained dynamics. We characterize this crossover using multiple diagnostics, such as the long-time saturation of out-of-time-ordered correlators, level-spacing statistics, and the spectral form factor. We further examine the consequences for operator growth in Krylov space and for entanglement generation in the system's eigenstates. Together, these results demonstrate that introducing a macroscopic inhomogeneity in coupling strengths provides a minimal, disorder-free route to breaking ergodicity in this specific model of interacting spins.