Reuse & Permissions

It is not necessary to obtain permission to reuse this article or its components as it is available under the terms of the Creative Commons Attribution 4.0 International license. This license permits unrestricted use, distribution, and reproduction in any medium, provided attribution to the author(s) and the published article's title, journal citation, and DOI are maintained. Please note that some figures may have been included with permission from other third parties. It is your responsibility to obtain the proper permission from the rights holder directly for these figures.

Export citation

Export citation

Choose format for download:

Download Citation
  • Open Access

Observation of Hierarchy of Hilbert Space Ergodicities in the Quantum Dynamics of a Single Spin

Wenquan Liu1,*, Zou-Wei Pan1,*, Yue Fu2, Wen Wei Ho3,4,†, and Xing Rong1,5,‡

  • *These authors contributed equally to this work.
  • †Contact author: wenweiho@nus.edu.sg
  • ‡Contact author: xrong@ustc.edu.cn

Phys. Rev. Lett. 136, 020401 – Published 13 January, 2026

DOI: https://doi.org/10.1103/6msb-cxbc

Abstract

Ergodicity, the property that all allowed configurations are explored over time, plays a pivotal role in explaining the equilibrium behavior of classical dynamical systems. Yet, such a property is typically precluded in quantum systems owing to stationary energy eigenstates. However, recent theoretical works have argued that ergodic explorations of the Hilbert space, occurring at varying levels as measured by statistical pseudorandomness of the time-evolved states, may happen for aperiodic driven quantum systems. Here, we experimentally investigate the hierarchy of Hilbert-space ergodicities (HSEs) achievable in the dynamics of a single spin. Through subjecting a nitrogen-vacancy center in diamond to various time-dependent modulations and continuously monitoring the spin trajectories with full state tomography, different degrees of HSE were observed, ranging from no HSE in a time-periodic drive, to partial HSE in a smoothly kicked time-quasiperiodic drive, to complete HSE in an aperiodic Fibonacci drive. We formulate a theoretical understanding of the increasing levels of HSE by attributing them to increasing levels of complexity associated with the drive sequences. Our Letter provides the first unambiguous experimental evidence of Hilbert space ergodicity, promoting deeper investigations into the mechanisms and fine-grained levels with which closed quantum systems reach equilibrium.

View figure in article

Physics Subject Headings (PhySH)

Article Text

Supplemental Material

References (59)

  1. L. Boltzmann, Vorlesungen über Gastheorie (Johann Ambrosius Barth, Leipzig, 1896).
  2. J. M. Ollagnier, Ergodic Theory and Statistical Mechanics (Springer, Berlin, 1985).
  3. V. I. Arnol’d and A. Avez, Ergodic Problems of Classical Mechanics (Addison-Wesley, Redwood City, 1989).
  4. H. B. Callen, Thermodynamics and an Introduction to Thermostatistics (Wiley, New York, 1985).
  5. J. P. Sethna, Statistical Mechanics: Entropy, Order Parameters, and Complexity (Oxford University Press, Oxford, 2012).
  6. M. Rigol, V. Dunjko, and M. Olshanii, Thermalization and its mechanism for generic isolated quantum systems, Nature (London) 452, 854 (2008).
  7. J. Eisert, M. Friesdorf, and C. Gogolin, Quantum many-body systems out of equilibrium, Nat. Phys. 11, 124 (2015).
  8. R. Nandkishore and D. A. Huse, Many-body localization and thermalization in quantum statistical mechanics, Annu. Rev. Condens. Matter Phys. 6, 15 (2015).
  9. C. Neill, P. Roushan, M. Fang, Y. Chen, M. Kolodrubetz, Z. Chen, A. Megrant, R. Barends, B. Campbell, B. Chiaro, A. Dunsworth, E. Jeffrey, J. Kelly, J. Mutus, P. J. J. O’Malley, C. Quintana, D. Sank, A. Vainsencher, J. Wenner, T. C. White, A. Polkovnikov, and J. M. Martinis, Ergodic dynamics and thermalization in an isolated quantum system, Nat. Phys. 12, 1037 (2016).
  10. C. Gogolin and J. Eisert, Equilibration, thermalisation, and the emergence of statistical mechanics in closed quantum systems, Rep. Prog. Phys. 79, 056001 (2016).
  11. T. Mori, T. N. Ikeda, E. Kaminishi, and M. Ueda, Thermalization and prethermalization in isolated quantum systems: A theoretical overview, J. Phys. B 51, 112001 (2018).
  12. D. J. Luitz and Y. Bar Lev, Anomalous thermalization in ergodic systems, Phys. Rev. Lett. 117, 170404 (2016).
  13. D. J. Luitz and Y. B. Lev, The ergodic side of the many-body localization transition, Ann. Phys. (Berlin) 529, 1600350 (2017).
  14. H. Wilming, M. Goihl, I. Roth, and J. Eisert, Entanglement-ergodic quantum systems equilibrate exponentially well, Phys. Rev. Lett. 123, 200604 (2019).
  15. M. Serbyn, D. A. Abanin, and Z. Papić, Quantum many-body scars and weak breaking of ergodicity, Nat. Phys. 17, 675 (2021).
  16. M. Srdinšek, T. Prosen, and S. Sotiriadis, Ergodicity breaking and deviation from eigenstate thermalization in relativistic quantum field theory, Phys. Rev. Lett. 132, 021601 (2024).
  17. M. V. Berry, Regular and irregular semiclassical wavefunctions, J. Phys. A 10, 2083 (1977).
  18. C. Jarzynski, Berry’s conjecture and information theory, Phys. Rev. E 56, 2254 (1997).
  19. J. M. Deutsch, Quantum statistical mechanics in a closed system, Phys. Rev. A 43, 2046 (1991).
  20. M. Srednicki, Chaos and quantum thermalization, Phys. Rev. E 50, 888 (1994).
  21. R. Steinigeweg, J. Herbrych, and P. Prelovšek, Eigenstate thermalization within isolated spin-chain systems, Phys. Rev. E 87, 012118 (2013).
  22. T. N. Ikeda, Y. Watanabe, and M. Ueda, Finite-size scaling analysis of the eigenstate thermalization hypothesis in a one-dimensional interacting Bose gas, Phys. Rev. E 87, 012125 (2013).
  23. H. Kim, T. N. Ikeda, and D. A. Huse, Testing whether all eigenstates obey the eigenstate thermalization hypothesis, Phys. Rev. E 90, 052105 (2014).
  24. P. Reimann, Eigenstate thermalization: Deutsch’s approach and beyond, New J. Phys. 17, 055025 (2015).
  25. 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).
  26. J. M. Deutsch, Eigenstate thermalization hypothesis, Rep. Prog. Phys. 81, 082001 (2018).
  27. A. Dymarsky, N. Lashkari, and H. Liu, Subsystem eigenstate thermalization hypothesis, Phys. Rev. E 97, 012140 (2018).
  28. S. Pilatowsky-Cameo, C. B. Dag, W. W. Ho, and S. Choi, Complete Hilbert-space ergodicity in quantum dynamics of generalized Fibonacci drives, Phys. Rev. Lett. 131, 250401 (2023).
  29. D. K. Mark, F. Surace, A. Elben, A. L. Shaw, J. Choi, G. Refael, M. Endres, and S. Choi, Maximum entropy principle in deep thermalization and in Hilbert-space ergodicity, Phys. Rev. X 14, 041051 (2024).
  30. S. Pilatowsky-Cameo, I. Marvian, S. Choi, and W. W. Ho, Hilbert-space ergodicity in driven quantum systems: Obstructions and designs, Phys. Rev. X 14, 041059 (2024).
  31. L. Logarić, J. Goold, and S. Dooley, Hilbert subspace ergodicity, Phys. Rev. B 111, 144310 (2025).
  32. A. L. Shaw, D. K. Mark, J. Choi, R. Finkelstein, P. Scholl, S. Choi, and M. Endres, Experimental signatures of Hilbert-space ergodicity: Universal bitstring distributions and applications in noise learning, Phys. Rev. X 15, 031001 (2025).
  33. J. Watrous, The Theory of Quantum Information (Cambridge University Press, Cambridge, England, 2018).
  34. The trace norm is defined as the sum of singular values of the operator. In quantum information theory, the trace distance captures the optimal distinguishability between two states [35].

  35. M. A. Nielsen and I. L. Chuang, Quantum Computation and Quantum Information (Cambridge University Press, Cambridge, England, 2010).
  36. The Haar measure dU is the unique probability measure on the group SU(d) that is both left-invariant and right-invariant, i.e., ∫dU=1,∫f(VU)dU=∫f(UV)dU=∫f(U)dU, for any V∈SU(d) and function f [33]. The Haar random state |U⟩≔U|0⟩ is defined as U applied to the computational basis state |0⟩.

  37. The Fibonacci drive is constructed from a substitution of characters 0,1 with basic unitaries Ux,Uz in the Fibonacci word W(∞)=01001010⋯, defined by a repeated concatenation rule W(k+1)=W(k)W(k−1) with W(0)=1,W(1)=0.

  38. A. Gali, M. Fyta, and E. Kaxiras, Ab initio supercell calculations on nitrogen-vacancy center in diamond: Electronic structure and hyperfine tensors, Phys. Rev. B 77, 155206 (2008).
  39. J. R. Maze, A. Gali, E. Togan, Y. Chu, A. Trifonov, E. Kaxiras, and M. D. Lukin, Properties of nitrogen-vacancy centers in diamond: The group theoretic approach, New J. Phys. 13, 025025 (2011).
  40. G. De Lange, Z.-H. Wang, D. Riste, V. Dobrovitski, and R. Hanson, Universal dynamical decoupling of a single solid-state spin from a spin bath, Science 330, 60 (2010).
  41. S. Choi, J. Choi, R. Landig, G. Kucsko, H. Zhou, J. Isoya, F. Jelezko, S. Onoda, H. Sumiya, V. Khemani, C. von Keyserlingk, N. Y. Yao, E. Demler, and M. D. Lukin, Observation of discrete time-crystalline order in a disordered dipolar many-body system, Nature (London) 543, 221 (2017).
  42. V. Jacques, P. Neumann, J. Beck, M. Markham, D. Twitchen, J. Meijer, F. Kaiser, G. Balasubramanian, F. Jelezko, and J. Wrachtrup, Dynamic polarization of single nuclear spins by optical pumping of nitrogen-vacancy color centers in diamond at room temperature, Phys. Rev. Lett. 102, 057403 (2009).
  43. G. Thiering and A. Gali, Theory of the optical spin-polarization loop of the nitrogen-vacancy center in diamond, Phys. Rev. B 98, 085207 (2018).
  44. P. Rembold, N. Oshnik, M. M. Müller, S. Montangero, T. Calarco, and E. Neu, Introduction to quantum optimal control for quantum sensing with nitrogen-vacancy centers in diamond, AVS Quantum Sci. 2, 024701 (2020).
  45. X. Rong, J. Geng, F. Shi, Y. Liu, K. Xu, W. Ma, F. Kong, Z. Jiang, Y. Wu, and J. Du, Experimental fault-tolerant universal quantum gates with solid-state spins under ambient conditions, Nat. Commun. 6, 8748 (2015).
  46. T. Xie, Z. Zhao, S. Xu, X. Kong, Z. Yang, M. Wang, Y. Wang, F. Shi, and J. Du, 99.92%-fidelity cnot gates in solids by noise filtering, Phys. Rev. Lett. 130, 030601 (2023).
  47. See Supplemental Material at http://link.aps.org/supplemental/10.1103/6msb-cxbc for the derivation of the smoothly kicked quasiperiodic drive exhibiting 1-HSE, as well as for the experimental specifications, including the setup, sample properties, design of high-fidelity spin rotations, and spin trajectory measurement, which includes Refs. [48–54].
  48. M. W. Doherty, F. Dolde, H. Fedder, F. Jelezko, J. Wrachtrup, N. B. Manson, and L. C. L. Hollenberg, Theory of the ground-state spin of the NV-center in diamond, Phys. Rev. B 85, 205203 (2012).
  49. J. Wrachtrup and A. Finkler, Single spin magnetic resonance, J. Magn. Reson. 269, 225 (2016).
  50. J. F. Barry, J. M. Schloss, E. Bauch, M. J. Turner, C. A. Hart, L. M. Pham, and R. L. Walsworth, Sensitivity optimization for NV-diamond magnetometry, Rev. Mod. Phys. 92, 015004 (2020).
  51. G. Wolfowicz, F. J. Heremans, C. P. Anderson, S. Kanai, H. Seo, A. Gali, G. Galli, and D. D. Awschalom, Quantum guidelines for solid-state spin defects, Nat. Rev. Mater. 6, 906 (2021).
  52. J. Du, F. Shi, X. Kong, F. Jelezko, and J. Wrachtrup, Single-molecule scale magnetic resonance spectroscopy using quantum diamond sensors, Rev. Mod. Phys. 96, 025001 (2024).
  53. N. Khaneja, T. Reiss, C. Kehlet, T. Schulte-Herbrüggen, and S. J. Glaser, Optimal control of coupled spin dynamics: Design of NMR pulse sequences by gradient ascent algorithms, J. Magn. Reson. 172, 296 (2005).
  54. M. A. Nielsen, A simple formula for the average gate fidelity of a quantum dynamical operation, Phys. Lett. A 303, 249 (2002).
  55. Note there are only O(d) nontrivial moments of a state-ensemble in d dimensions, see Ref. [56].

  56. D. A. Roberts and B. Yoshida, Chaos and complexity by design, J. High Energy Phys. 04 (2017) 121.
  57. S. Pilatowsky-Cameo, S. Choi, and W. W. Ho, Critically slow Hilbert-space ergodicity in quantum morphic drives, Phys. Rev. Lett. 135, 140402 (2025).
  58. U. Feudel, A. S. Pikovsky, and M. A. Zaks, Correlation properties of a quasiperiodically forced two-level system, Phys. Rev. E 51, 1762 (1995).
  59. A. S. Pikovsky, M. A. Zaks, and J. Kurths, Complexity of a quasiperiodically driven spin system, J. Phys. A 29, 295 (1996).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation