- Open Access
Boson-fermion universality of mesoscopic entanglement fluctuations in free systems
Phys. Rev. Research 7, 023297 – Published 24 June, 2025
DOI: https://doi.org/10.1103/jhlh-pcm9
Abstract
Entanglement fluctuations associated with the Schrödinger evolution of wave functions offer a unique perspective on various fundamental issues ranging from quantum thermalization to state preparation in quantum devices. Very recently, a subset of the present authors showed that, in a class of free-fermion lattice models and interacting spin chains, entanglement dynamics enters into a new regime at long time, with entanglement probes displaying persistent temporal fluctuations, whose statistics falls into the seemingly disparate paradigm of mesoscopic fluctuations in condensed-matter physics. This motivates us to revisit here entanglement dynamics of a canonical bosonic model in many-body physics, i.e., a coupled harmonic oscillator chain. We find that when the system is driven out of equilibrium, the long-time entanglement dynamics exhibits strictly the same statistical behaviors as those of free-fermion models. Specifically, irrespective of entanglement probes and microscopic parameters, the statistical distribution of entanglement fluctuations is flanked by asymmetric tails: sub-Gaussian for upward fluctuations and sub-Gamma for downward; moreover, the variance exhibits a crossover from the scaling to as the subsystem size increases ( the total system size). This insensitivity to the particle statistics, dubbed boson-fermion universality, is contrary to the common wisdom that statistical phenomena of a many-body nature depend strongly on particle statistics. Together with our previous work, the present study indicates rich fluctuation phenomena in long-time entanglement dynamics that await in-depth exploration.
Physics Subject Headings (PhySH)
Article Text
References (67)
- P. W. Anderson, Resonating valence bonds: a new kind of insulator? Mater. Res. Bull. 8, 153 (1973).
- H. Li and F. D. M. Haldane, Entanglement spectrum as a generalization of entanglement entropy: identification of topological order in non-Abelian fractional quantum Hall effect states, Phys. Rev. Lett. 101, 010504 (2008).
- P. Coleman, Introduction to Many-Body Physics (Cambridge University Press, Cambridge, UK, 2015).
- A. Kitaev, Fault-tolerant quantum computation by anyons, Ann. Phys. (NY) 303, 2 (2003).
- X. Chen, Z.-C. Gu, and X.-G. Wen, Local unitary transformation, long-range quantum entanglement, wave function renormalization, and topological order, Phys. Rev. B 82, 155138 (2010).
- R. Islam et al., Measuring entanglement entropy in a quantum many-body system, Nature (London) 528, 77 (2015).
- K. J. Satzinger et al., Realizing topologically ordered states on a quantum processor, Science 374, 1237 (2021).
- G. Semeghini et al., Probing topological spin liquids on a programmable quantum simulator, Science 374, 1242 (2021).
- M. K. Joshi et al., Exploring large-scale entanglement in quantum simulation, Nature (London) 624, 539 (2023).
- A. H. Karamlou et al., Probing entanglement in a 2D hard-core Bose-Hubbard lattice, Nature (London) 629, 561 (2024).
- A. M. Kaufman et al., Quantum thermalization through entanglement in an isolated many-body system, Science 353, 794 (2016).
- H. Bernien et al., Probing many-body dynamics on a 51-atom quantum simulator, Nature (London) 551, 579 (2017).
- C. J. Turner, A. A. Michailidis, D. A. Abanin, M. Serbyn, and Z. Papić, Weak ergodicity breaking from quantum many-body scars, Nat. Phys. 14, 745 (2018).
- D. N. Page, Average entropy of a subsystem, Phys. Rev. Lett. 71, 1291 (1993).
- S. Popescu, A. J. Short, and A. Winters, Entanglement and the foundations of statistical mechanics, Nat. Phys. 2, 754 (2006).
- L. Vidmar, L. Hackl, E. Bianchi, and M. Rigol, Entanglement entropy of eigenstates of quadratic fermionic Hamiltonians, Phys. Rev. Lett. 119, 020601 (2017).
- Y. O. Nakagawa, M. Watanabe, H. Fujita, and S. Sugiura, Universality in volume-law entanglement of scrambled pure quantum states, Nat. Commun. 9, 1635 (2018).
- X.-H. Yu, Z. Gong, and J. I. Cirac, Free-fermion page curve: Canonical typicality and dynamical emergence, Phys. Rev. Res. 5, 013044 (2023).
- E. Bianchi, L. Hackl, M. Kieburg, M. Rigol, and L. Vidmar, Volume-law entanglement entropy of typical pure quantum states, PRX Quantum 3, 030201 (2022).
- F. H. L. Essler and M. Fagotti, Quench dynamics and relaxation in isolated integrable quantum spin chains, J. Stat. Mech. (2016) 064002.
- P. Calabrese and J. Cardy, Evolution of entanglement entropy in one-dimensional systems, J. Stat. Mech. (2005) P04010.
- C. Gogolin and J. Eisert, Equilibration, thermalisation, and the emergence of statistical mechanics in closed quantum systems, Rep. Prog. Phys. 79, 056001 (2016).
- L. D'Alessio, Y. Kafri, A. Polkovnikov, and M. Rigol, From quantum chaos and eigenstate thermalization to statistical mechanics and thermodynamics, Adv. Phys. 65, 239 (2016).
- F. Borgonovi, F. Izrailev, L. Santos, and V. Zelevinsky, Quantum chaos and thermalization in isolated systems of interacting particles, Phys. Rep. 626, 1 (2016).
- D. Faiez, D. Šafránek, J. M. Deutsch, and A. Aguirre, Typical and extreme entropies of long-lived isolated quantum systems, Phys. Rev. A 101, 052101 (2020).
- J. von Neumann, Beweis des ergodensatzes und desh-theorems in der neuen mechanik, Z. Phys. 57, 30 (1929).
- J. von Neumann, Proof of the ergodic theorem and the H-theorem in quantum mechanics, Eur. Phys. J. H 35, 201 (2010).
- S. Goldstein, J. L. Lebowitz, R. Tumulka, and N. Zanghì, Long-time behavior of macroscopic quantum systems, Eur. Phys. J. H 35, 173 (2010).
- R. Modak, V. Alba, and P. Calabrese, Entanglement revivals as a probe of scrambling in finite quantum systems, J. Stat. Mech. (2020) 083110.
- M. B. Plenio, J. Hartley, and J. Eisert, Dynamics and manipulation of entanglement in coupled harmonic systems with many degrees of freedom, New J. Phys. 6, 36 (2004).
- L.-K. Lim, C. Lou, and C. Tian, Mesoscopic fluctuations in entanglement dynamics, Nat. Commun. 15, 1775 (2024).
- S. Boucheron, G. Lugosi, and P. Massart, Concentration Inequalities: A Nonasymptotic Theory of Independence (Oxford University Press, Oxford, UK, 2013).
- S. Ping, Introduction to Wave Scattering, Localization and Mesoscopic Phenomena, 2nd ed. (Springer, Germany, 2006).
- E. Akkermans and G. Montambaux, Mesoscopic Physics of Electrons and Photons (Cambridge University Press, Cambridge, UK, 2007).
- C. L. Kane, Telegraph noise and fractional statistics in the quantum Hall effect, Phys. Rev. Lett. 90, 226802 (2003).
- E. Grosfeld, S. H. Simon, and A. Stern, Switching noise as a probe of statistics in the fractional quantum Hall effect, Phys. Rev. Lett. 96, 226803 (2006).
- B. Rosenow and S. H. Simon, Telegraph noise and the Fabry-Perot quantum Hall interferometer, Phys. Rev. B 85, 201302 (2012).
- I. Peschel and M.-C. Chung, Density matrices for a chain of oscillators, J. Phys. A: Math. Gen. 32, 8419 (1999).
- K. Audenaert, J. Eisert, M. B. Plenio, and R. F. Werner, Entanglement properties of the harmonic chain, Phys. Rev. A 66, 042327 (2002).
- A. Botero and B. Reznik, Spatial structures and localization of vacuum entanglement in the linear harmonic chain, Phys. Rev. A 70, 052329 (2004).
- M. B. Plenio, J. Eisert, J. Dreißig, and M. Cramer, Entropy, entanglement, and area: Analytical results for harmonic lattice systems, Phys. Rev. Lett. 94, 060503 (2005).
- J. Eisert, M. Cramer, and M. B. Plenio, Colloquium: Area laws for the entanglement entropy, Rev. Mod. Phys. 82, 277 (2010).
- M. G. Nezhadhaghighi and M. A. Rajabpour, Entanglement dynamics in short- and long-range harmonic oscillators, Phys. Rev. B 90, 205438 (2014).
- A. Coser, E. Tonni, and P. Calabrese, Entanglement negativity after a global quantum quench, J. Stat. Mech. (2014) P12017.
- J. S. Cotler, M. P. Hertzberg, M. Mezei, and M. T. Mueller, Entanglement growth after a global quench in free scalar field theory, J. High Energy Phys. 11 (2016) 166.
- L. Hackl, E. Bianchi, R. Modak, and M. Rigol, Entanglement production in bosonic systems: Linear and logarithmic growth, Phys. Rev. A 97, 032321 (2018).
- V. Alba and P. Calabrese, Entanglement dynamics after quantum quenches in generic integrable systems, SciPost Phys. 4, 017 (2018).
- G. Adesso and F. Illuminati, Entanglement in continuous-variable systems: recent advances and current perspectives, J. Phys. A: Math. Theor. 40, 7821 (2007).
- J. Williamson, On the algebraic problem concerning the normal forms of linear dynamical systems, Am. J. Math. 58, 141 (1936).
- I. Peschel, Calculation of reduced density matrices from correlation functions, J. Phys. A: Math. Gen. 36, L205 (2003).
- G. Vidal, J. I. Latorre, E. Rico, and A. Kitaev, Entanglement in quantum critical phenomena, Phys. Rev. Lett. 90, 227902 (2003).
- I. Peschel and V. Eisler, Reduced density matrices and entanglement entropy in free lattice models, J. Phys. A: Math. Theor. 42, 504003 (2009).
- T. Shi, E. Demler, and J. I. Cirac, Variational study of fermionic and bosonic systems with non-Gaussian states: Theory and applications, Ann. Phys. 390, 245 (2018).
- T. Shi, E. Demler, and J. I. Cirac, Variational approach for many-body systems at finite temperature, Phys. Rev. Lett. 125, 180602 (2020).
- N. J. Higham, Functions of Matrices (SIAM, Philadelphia, 2008).
- J. Schachenmayer, B. P. Lanyon, C. F. Roos, and A. J. Daley, Entanglement growth in quench dynamics with variable range interactions, Phys. Rev. X 3, 031015 (2013).
- A. M. Samoilenko, Quasiperiodic oscillations, Scholarpedia 2, 1783 (2007).
- V. I. Arnold, Mathematical Methods of Classical Mechanics (Springer, New York, 1989).
- M. Kac, Statistical Independence in Probability, Analysis and Number Theory (Mathematical Association of America, Rahway, NJ, 1959).
- M. Ledoux, The Concentration of Measure Phenomenon (AMS, Providence, 2001).
- T. Tao, Topics in Random Matrix Theory, Graduate Studies in Mathematics (American Mathematical Society, Rhode Island, 2012), Vol. 132.
- V. D. Milman and G. Schechtman, Asymptotic Theory of Finite Dimensional Normed Spaces (Springer, Berlin, Heidelberg, 1982).
- P. Fang, L. Zhao, and C. Tian, Concentration-of-measure theory for structures and fluctuations of waves, Phys. Rev. Lett. 121, 140603 (2018).
- M. Isoard, N. Milazzo, N. Pavloff, and O. Giraud, Bipartite and tripartite entanglement in a Bose-Einstein acoustic black hole, Phys. Rev. A 104, 063302 (2021).
- J. Steinhauer, Observation of quantum Hawking radiation and its entanglement in an analogue black hole, Nat. Phys. 12, 959 (2016).
- Y. Shi et al., Quantum simulation of Hawking radiation and curved spacetime with a superconducting on-chip black hole, Nat. Commun. 14, 3263 (2023).
- P. Calabrese and J. Cardy, Quantum quenches in extended systems, J. Stat. Mech. (2007) P06008.