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Entanglement generation and scaling from noisy quenches across a quantum critical point
Phys. Rev. Research 7, 043087 – Published 22 October, 2025
DOI: https://doi.org/10.1103/km39-472p
Abstract
We study the impact of noise on the dynamics of entanglement in the transverse-field Ising chain, with the field quenched linearly across one or both of the quantum critical points of the model. Taking concurrence as a measure of entanglement, we find that a quench generates entanglement between nearest- and next-nearest-neighbor spins, with noise reducing the amount of entanglement. Focusing on the next-nearest-neighbor concurrence, known to exhibit Kibble-Zurek scaling with the square root of the quench rate in the noiseless case, we find a different result when noise is present: The concurrence now scales logarithmically with the quench rate, with a noise-dependent amplitude. This is also different from the “anti-Kibble-Zurek” scaling of defect density with quench rate when noise is present, suggesting that noisy entanglement generation is largely independent of the rate of defect formation. Intriguingly, the critical timescale beyond which no entanglement is produced by a noisy quench scales as a power law with the strength of noise, with the same exponent as that which governs the optimal quench time for which defect formation is at a minimum in a standard quantum annealing scheme.
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References (79)
- S. Sachdev, Quantum Phase Transitions, 2nd ed. (Cambridge University Press, Cambridge, 2011).
- M. Continentino, Quantum Scaling in Many-Body Systems (Cambridge University Press, Cambridge, 2017).
- M. Greiner, O. Mandel, T. Esslinger, T. W. Hänsch, and I. Bloch, Quantum phase transition from a superfluid to a Mott insulator in a gas of ultracold atoms, Nature (London) 415, 39 (2002).
- R. Islam, E. E. Edwards, K. Kim, S. Korenblit, C. Noh, H. Carmichael, G.-D. Lin, L.-M. Duan, C.-C. J. Wang, J. K. Freericks, and C. Monroe, Onset of a quantum phase transition with a trapped ion quantum simulator, Nat. Commun. 2, 377 (2011).
- X.-Y. Guo, C. Yang, Y. Zeng, Y. Peng, H.-K. Li, H. Deng, Y.-R. Jin, S. Chen, D. Zheng, and H. Fan, Observation of a dynamical quantum phase transition by a superconducting qubit simulation, Phys. Rev. Appl. 11, 044080 (2019).
- A. Keesling, A. Omran, H. Levine, H. Bernien, H. Pichler, S. Choi, R. Samajdar, S. Schwartz, P. Silvi, S. Sachdev, P. Zoller, M. Endres, M. Greiner, V. Vuletic, and M. D. Lukin, Quantum Kibble-Zurek mechanism and critical dynamics on a programmable Rydberg simulator, Nature (London) 568, 207 (2019).
- P. Hauke, H. G. Katzgraber, W. Lechner, H. Nishimori, and W. D. Oliver, Perspectives of quantum annealing: Methods and implementations, Rep. Prog. Phys. 83, 054401 (2020).
- T. W. B. Kibble, Topology of cosmic domains and strings, J. Phys. A: Math. Gen. 9, 1387 (1976).
- W. H. Zurek, Cosmological experiments in superfluid helium? Nature (London) 317, 505 (1985).
- B. Damski, The simplest quantum model supporting the Kibble-Zurek mechanism of topological defect production: Landau-Zener transitions from a new perspective, Phys. Rev. Lett. 95, 035701 (2005).
- W. H. Zurek, U. Dorner, and P. Zoller, Dynamics of a quantum phase transition, Phys. Rev. Lett. 95, 105701 (2005).
- A. Polkovnikov, Universal adiabatic dynamics in the vicinity of a quantum critical point, Phys. Rev. B 72, 161201 (2005).
- J. Dziarmaga, Dynamics of a quantum phase transition: Exact solution of the quantum Ising model, Phys. Rev. Lett. 95, 245701 (2005).
- R. W. Cherng and L. S. Levitov, Entropy and correlation functions of a driven quantum spin chain, Phys. Rev. A 73, 043614 (2006).
- M. Uhlmann, R. Schützhold, and U. R. Fischer, Vortex quantum creation and winding number scaling in a quenched spinor Bose gas, Phys. Rev. Lett. 99, 120407 (2007).
- Y. Bando, Y. Susa, H. Oshiyama, N. Shibata, M. Ohzeki, F. J. Gómez-Ruiz, D. A. Lidar, S. Suzuki, A. del Campo, and H. Nishimori, Probing the universality of topological defect formation in a quantum annealer: Kibble-Zurek mechanism and beyond, Phys. Rev. Res. 2, 033369 (2020).
- D. Subires, F. J. Gómez-Ruiz, A. Ruiz-García, D. Alonso, and A. del Campo, Benchmarking quantum annealing dynamics: The spin-vector Langevin model, Phys. Rev. Res. 4, 023104 (2022).
- T. Kato, On the adiabatic theorem of quantum mechanics, J. Phys. Soc. Jpn. 5, 435 (1950).
- L. Cincio, J. Dziarmaga, M. M. Rams, and W. H. Zurek, Entropy of entanglement and correlations induced by a quench: Dynamics of a quantum phase transition in the quantum Ising model, Phys. Rev. A 75, 052321 (2007).
- H. Saito, Y. Kawaguchi, and M. Ueda, Kibble-Zurek mechanism in a quenched ferromagnetic Bose-Einstein condensate, Phys. Rev. A 76, 043613 (2007).
- D. Sen, K. Sengupta, and S. Mondal, Defect production in nonlinear quench across a quantum critical point, Phys. Rev. Lett. 101, 016806 (2008).
- B. Damski and W. H. Zurek, Soliton creation during a Bose-Einstein condensation, Phys. Rev. Lett. 104, 160404 (2010).
- R. Puebla, O. Marty, and M. B. Plenio, Quantum Kibble-Zurek physics in long-range transverse-field Ising models, Phys. Rev. A 100, 032115 (2019).
- M. M. Rams, J. Dziarmaga, and W. H. Zurek, Symmetry breaking bias and the dynamics of a quantum phase transition, Phys. Rev. Lett. 123, 130603 (2019).
- K. Sengupta, D. Sen, and S. Mondal, Exact results for quench dynamics and defect production in a two-dimensional model, Phys. Rev. Lett. 100, 077204 (2008).
- S. Mondal, D. Sen, and K. Sengupta, Quench dynamics and defect production in the Kitaev and extended Kitaev models, Phys. Rev. B 78, 045101 (2008).
- P. M. Chesler, A. M. García-García, and H. Liu, Defect formation beyond Kibble-Zurek mechanism and holography, Phys. Rev. X 5, 021015 (2015).
- M. Schmitt, M. M. Rams, J. Dziarmaga, M. Heyl, and W. H. Zurek, Quantum phase transition dynamics in the two-dimensional transverse-field Ising model, Sci. Adv. 8, eabl6850 (2022).
- J. Dziarmaga and J. M. Mazur, Tensor network simulation of the quantum Kibble-Zurek quench from the Mott to the superfluid phase in the two-dimensional Bose-Hubbard model, Phys. Rev. B 107, 144510 (2023).
- M. Deng, Z. Sun, and F. Li, Kibble-Zurek behavior in the boundary-obstructed phase transitions, arXiv:2407.18256.
- S. Ebadi, T. T. Wang, H. Levine, A. Keesling, G. Semeghini, A. Omran, D. Bluvstein, R. Samajdar, H. Pichler, W. W. Ho, S. Choi, S. Sachdev, M. Greiner, V. Vuletic, and M. D. Lukin, Quantum phases of matter on a 256-atom programmable quantum simulator, Nature (London) 595, 227 (2021).
- P. Calabrese and J. Cardy, Evolution of entanglement entropy in one-dimensional systems, J. Stat. Mech. (2005) P04010.
- K. Sengupta and D. Sen, Entanglement production due to quench dynamics of an anisotropic XY chain in a transverse field, Phys. Rev. A 80, 032304 (2009).
- A. Patra, V. Mukherjee, and A. Dutta, Non-equilibrium dynamics near a quantum multicritical point, J. Phys.: Conf. Ser. 297, 012008 (2011).
- T. Nag, A. Patra, and A. Dutta, Quantum discord in a spin-1/2 transverse XY chain following a quench, J. Stat. Mech. (2011) P08026.
- T. Nag and A. Dutta, Generation of concurrence between two qubits locally coupled to a one-dimensional spin chain, Phys. Rev. A 94, 022316 (2016).
- T. Nag, U. Divakaran, and A. Dutta, Scaling of the decoherence factor of a qubit coupled to a spin chain driven across quantum critical points, Phys. Rev. B 86, 020401 (2012).
- S. Suzuki, T. Nag, and A. Dutta, Dynamics of decoherence: Universal scaling of the decoherence factor, Phys. Rev. A 93, 012112 (2016).
- K. Roychowdhury, R. Moessner, and A. Das, Dynamics and correlations at a quantum phase transition beyond Kibble-Zurek, Phys. Rev. B 104, 014406 (2021).
- J. Dziarmaga and M. M. Rams, Kink correlations, domain-size distribution, and emptiness formation probability after a Kibble-Zurek quench in the quantum Ising chain, Phys. Rev. B 106, 014309 (2022).
- J. W. Britton, B. C. Sawyer, A. C. Keith, C.-C. J. Wang, J. K. Freericks, H. Uys, M. J. Biercuk, and J. J. Bollinger, Engineered two-dimensional Ising interactions in a trapped-ion quantum simulator with hundreds of spins, Nature (London) 484, 489 (2012).
- X. Chen, A. Ruschhaupt, S. Schmidt, A. del Campo, D. Guéry-Odelin, and J. G. Muga, Fast optimal frictionless atom cooling in harmonic traps: Shortcut to adiabaticity, Phys. Rev. Lett. 104, 063002 (2010).
- P. Doria, T. Calarco, and S. Montangero, Optimal control technique for many-body quantum dynamics, Phys. Rev. Lett. 106, 190501 (2011).
- A. A. Budini, Quantum systems subject to the action of classical stochastic fields, Phys. Rev. A 64, 052110 (2001).
- A. Chenu, M. Beau, J. Cao, and A. del Campo, Quantum simulation of generic many-body open system dynamics using classical noise, Phys. Rev. Lett. 118, 140403 (2017).
- W. Yang, W.-L. Ma, and R.-B. Liu, Quantum many-body theory for electron spin decoherence in nanoscale nuclear spin baths, Rep. Prog. Phys. 80, 016001 (2017).
- D. Crow and R. Joynt, Classical simulation of quantum dephasing and depolarizing noise, Phys. Rev. A 89, 042123 (2014).
- S. Ecker, F. Bouchard, L. Bulla, F. Brandt, O. Kohout, F. Steinlechner, R. Fickler, M. Malik, Y. Guryanova, R. Ursin, and M. Huber, Overcoming noise in entanglement distribution, Phys. Rev. X 9, 041042 (2019).
- M. Urbanek, B. Nachman, V. R. Pascuzzi, A. He, C. W. Bauer, and W. A. de Jong, Mitigating depolarizing noise on quantum computers with noise-estimation circuits, Phys. Rev. Lett. 127, 270502 (2021).
- A. Dutta, A. Rahmani, and A. del Campo, Anti-Kibble-Zurek behavior in crossing the quantum critical point of a thermally isolated system driven by a noisy control field, Phys. Rev. Lett. 117, 080402 (2016).
- Z.-P. Gao, D.-W. Zhang, Y. Yu, and S.-L. Zhu, Anti-Kibble-Zurek behavior of a noisy transverse-field chain and its quantum simulation with two-level systems, Phys. Rev. B 95, 224303 (2017).
- R. Puebla, A. Smirne, S. F. Huelga, and M. B. Plenio, Universal anti-Kibble-Zurek scaling in fully connected systems, Phys. Rev. Lett. 124, 230602 (2020).
- M. Singh and S. Gangadharaiah, Driven quantum spin chain in the presence of noise: Anti-Kibble-Zurek behavior, Phys. Rev. B 104, 064313 (2021).
- M. Singh, S. Dhara, and S. Gangadharaiah, Driven one-dimensional noisy Kitaev chain, Phys. Rev. B 107, 014303 (2023).
- K. Iwamura and T. Suzuki, Analytical derivation and extension of the anti-Kibble-Zurek scaling in the transverse field Ising model, Phys. Rev. B 110, 144102 (2024).
- S. Sadeghizade, R. Jafari, and A. Langari, Anti-Kibble-Zurek behavior in the quantum XY spin- chain driven by correlated noisy magnetic field and anisotropy, Phys. Rev. B 111, 104310 (2025).
- M.-Z. Ai, J.-M. Cui, R. He, Z.-H. Qian, X.-X. Gao, Y.-F. Huang, C.-F. Li, and G.-C. Guo, Experimental verification of anti-Kibble-Zurek behavior in a quantum system under a noisy control field, Phys. Rev. A 103, 012608 (2021).
- P. Pfeuty, The one-dimensional Ising model with a transverse field, Ann. Phys. (NY) 57, 79 (1970).
- E. Lieb, T. Schultz, and D. Mattis, Two soluble models of an antiferromagnetic chain, Ann. Phys. (NY) 16, 407 (1961).
- G. B. Mbeng, A. Russomanno, and G. E. Santoro, The quantum Ising chain for beginners, SciPost Phys. Lect. Notes 82, 1 (2024).
- D. R. Cox and H. D. Miller, The Theory of Stochastic Processes (Routledge, New York, 1977).
- R. Baghran, R. Jafari, and A. Langari, Competition of long-range interactions and noise at a ramped quench dynamical quantum phase transition: The case of the long-range pairing Kitaev chain, Phys. Rev. B 110, 064302 (2024).
- W. K. Wootters, Entanglement of formation of an arbitrary state of two qubits, Phys. Rev. Lett. 80, 2245 (1998).
- T. J. Osborne and M. A. Nielsen, Entanglement in a simple quantum phase transition, Phys. Rev. A 66, 032110 (2002).
- A. Osterloh, L. Amico, G. Falci, and R. Fazio, Scaling of entanglement close to a quantum phase transition, Nature (London) 416, 608 (2002).
- R. Jafari, A. Langari, S. Eggert, and H. Johannesson, Dynamical quantum phase transitions following a noisy quench, Phys. Rev. B 109, L180303 (2024).
- J. Łuczka, Quantum open systems in a two-state stochastic reservoir, Czechoslov. J. Phys. 41, 289 (1991).
- A. Kiely, Exact classical noise master equations: Applications and connections, Europhys. Lett. 134, 10001 (2021).
- R. Jafari, A. Asadian, M. Abdi, and A. Akbari, Dynamics of decoherence in a noisy driven environment, Sci. Rep. 15, 16582 (2025).
- T. Albash and D. A. Lidar, Demonstration of a scaling advantage for a quantum annealer over simulated annealing, Phys. Rev. X 8, 031016 (2018).
- P. Laurell, A. Scheie, E. Dagotto, and D. A. Tennant, Witnessing entanglement and quantum correlations in condensed matter: A review, Adv. Quantum Technol. 8, 2400196 (2025).
- Mathematica code used to compute the concurrence data in Figs. 1– 4 is available at: https://physics.gu.se/~tfkhj/NoiseConcurrenceCode.txt.
- A. Das, J. Sabbatini, and W. H. Zurek, Winding up superfluid in a torus via Bose-Einstein condensation, Sci. Rep. 2, 352 (2012).
- E. Barouch and B. M. McCoy, Statistical mechanics of the XY model. II. Spin-correlation functions, Phys. Rev. A 3, 786 (1971).
- O. F. Syljuåsen, Entanglement and spontaneous symmetry breaking in quantum spin models, Phys. Rev. A 68, 060301 (2003).
- E. Barouch and B. M. McCoy, Statistical mechanics of the model. III, Phys. Rev. A 3, 2137 (1971).
- E. R. Caianiello and S. Fubini, On the algorithm of Dirac spurs, Nuov. Cim. 9, 1218 (1952).
- F. Franchini, An Introduction to Integrable Techniques for One-Dimensional Quantum Systems (Springer, Cham, 2017).
- E. A. Novikov, Functionals and the random-force method in turbulence theory, Sov. Phys. JETP 20, 1290 (1965).