- Access by Xinjiang University
Higher-order corrections to scrambling dynamics in Brownian spin SYK models
Phys. Rev. D 114, 046010 – Published 10 August, 2026
DOI: https://doi.org/10.1103/xpnk-22wv
Abstract
We investigate operator growth in a Brownian spin Sachdev-Ye-Kitaev (SYK) model with random all-to-all interactions, focusing on the full operator-size distribution. For Hamiltonians containing -body interactions, we derive a closed master equation for the Pauli-string expansion coefficients and recast their dynamics into a generating-function formulation suitable for the large- limit. This approach allows us to diagonalize the leading-order evolution operator explicitly and obtain exact solutions for arbitrary initial operator distributions, including the effects of decoherence. Going beyond leading order, we develop a systematic expansion that captures higher-order corrections to the operator-size dynamics and the late-time behavior. Our results demonstrate that higher-order effects play a crucial role in operator scrambling and that the full operator-size distribution provides a more refined probe of quantum chaos in Brownian and open quantum systems.
Physics Subject Headings (PhySH)
Article Text
References (55)
- R. J. Lewis-Swan, A. Safavi-Naini, A. M. Kaufman, and A. M. Rey, Dynamics of quantum information, Nat. Rev. Phys. 1, 627 (2019).
- S. Xu and B. Swingle, Scrambling dynamics and out-of-time-ordered correlators in quantum many-body systems, PRX Quantum 5, 010201 (2024).
- A. I. Larkin and Y. N. Ovchinnikov, Quasiclassical method in the theory of superconductivity, J. Exp. Theor. Phys. 28, 1200 (1969), https://ui.adsabs.harvard.edu/abs/1969JETP...28.1200L.
- R. Fan, P. Zhang, H. Shen, and H. Zhai, Out-of-time-order correlation for many-body localization, Sci. Bull. 62, 707 (2017).
- J. Li, R. Fan, H. Wang, B. Ye, B. Zeng, H. Zhai et al., Measuring out-of-time-order correlators on a nuclear magnetic resonance quantum simulator, Phys. Rev. X 7, 031011 (2017).
- K. X. Wei, C. Ramanathan, and P. Cappellaro, Exploring localization in nuclear spin chains, Phys. Rev. Lett. 120, 070501 (2018).
- E. J. Meier, J. Ang’ong’a, F. A. An, and B. Gadway, Exploring quantum signatures of chaos on a floquet synthetic lattice, Phys. Rev. A 100, 013623 (2019).
- Y. Gu, A. Kitaev, and P. Zhang, A two-way approach to out-of-time-order correlators, J. High Energy Phys. 03 (2022) 133.
- Y. Li, T.-G. Zhou, Z. Wu, P. Peng, S. Zhang, R. Fu et al., Emergent universal quench dynamics in randomly interacting spin models, Nat. Phys. 20, 1966 (2024).
- A. Nahum, S. Vijay, and J. Haah, Operator spreading in random unitary circuits, Phys. Rev. X 8, 021014 (2018).
- C. von Keyserlingk, T. Rakovszky, F. Pollmann, and S. Sondhi, Operator hydrodynamics, otocs, and entanglement growth in systems without conservation laws, Phys. Rev. X 8, 021013 (2018).
- D. E. Parker, X. Cao, A. Avdoshkin, T. Scaffidi, and E. Altman, A universal operator growth hypothesis, Phys. Rev. X 9, 041017 (2019).
- H. Kim and D. A. Huse, Ballistic spreading of entanglement in a diffusive nonintegrable system, Phys. Rev. Lett. 111, 127205 (2013).
- W. W. Ho and D. A. Abanin, Entanglement dynamics in quantum many-body systems, Phys. Rev. B 95, 094302 (2017).
- A. Nahum, J. Ruhman, S. Vijay, and J. Haah, Quantum entanglement growth under random unitary dynamics, Phys. Rev. X 7, 031016 (2017).
- T. Swann, D. Bernard, and A. Nahum, Spacetime picture for entanglement generation in noisy fermion chains, Phys. Rev. B 112, 064301 (2025).
- D. A. Roberts, D. Stanford, and A. Streicher, Operator growth in the syk model, J. High Energy Phys. 06 (2018) 122.
- X.-L. Qi and A. Streicher, Quantum epidemiology: Operator growth, thermal effects, and syk, J. High Energy Phys. 08 (2019) 012.
- A. Lucas, Non-perturbative dynamics of the operator size distribution in the Sachdev–Ye–Kitaev model, J. Math. Phys. (N.Y.) 61, 081901(2020).
- P. Zhang and Z. Yu, Dynamical transition of operator size growth in quantum systems embedded in an environment, Phys. Rev. Lett. 130, 250401 (2023).
- P. Zhang and Y. Gu, Operator size distribution in large N quantum mechanics of Majorana fermions, J. High Energy Phys. 10 (2023) 018.
- T. Schuster and N. Y. Yao, Operator growth in open quantum systems, Phys. Rev. Lett. 131, 160402 (2023).
- X.-L. Qi, E. J. Davis, A. Periwal, and M. Schleier-Smith, Measuring operator size growth in quantum quench experiments, arXiv:1906.00524.
- N. Y. LiTenn, T. Zhou, and B. Swingle, Scrambling dynamics with imperfections in a solvable model, arXiv:2505.00070.
- Y.-C. Li, T.-G. Zhou, S. Zhang, Z. Wu, L. Zhao, H. Yin et al., Error-resilient reversal of quantum chaotic dynamics enabled by scramblons, Phys. Rev. Lett. 136, 060403 (2026).
- T. Li, Noise effects on the diagnostics of quantum chaos, Phys. Rev. D 111, 086008 (2025).
- B. Swingle and N. Yunger Halpern, Resilience of scrambling measurements, Phys. Rev. A 97, 062113 (2018).
- N. Lashkari, D. Stanford, M. Hastings, T. Osborne, and P. Hayden, Towards the fast scrambling conjecture, J. High Energy Phys. 04 (2013) 022.
- P. Saad, S. H. Shenker, and D. Stanford, A semiclassical ramp in syk and in gravity, arXiv:1806.06840.
- S.-K. Jian and B. Swingle, Note on entropy dynamics in the Brownian syk model, J. High Energy Phys. 03 (2021) 042.
- D. Stanford, Z. Yang, and S. Yao, Subleading weingartens, J. High Energy Phys. 02 (2022) 200.
- L. Erdős and D. Schröder, Phase transition in the density of states of quantum spin glasses, Math. Phys., Anal. Geom. 17, 441 (2014).
- C. Baldwin and B. Swingle, Quenched vs annealed: Glassiness from sk to syk, Phys. Rev. X 10, 031026 (2020).
- M. Berkooz, P. Narayan, and J. Simón, Chord diagrams, exact correlators in spin glasses and black hole bulk reconstruction, J. High Energy Phys. 08 (2018) 192.
- C. Sünderhauf, L. Piroli, X.-L. Qi, N. Schuch, and J. I. Cirac, Quantum chaos in the Brownian SYK model with large finite : OTOCs and tripartite information, J. High Energy Phys. 11 (2019) 038.
- C. Yin and A. Lucas, Bound on quantum scrambling with all-to-all interactions, Phys. Rev. A 102, 022402 (2020).
- B. Swingle and M. Winer, Bosonic model of quantum holography, Phys. Rev. B 109, 094206 (2024).
- M. Hanada, A. Jevicki, X. Liu, E. Rinaldi, and M. Tezuka, A model of randomly-coupled Pauli spins, J. High Energy Phys. 05 (2024) 280.
- E. R. Anschuetz, D. Gamarnik, and B. T. Kiani, Bounds on the ground state energy of quantum -spin Hamiltonians, Communications in Mathematical Physics 406, 232 (2025).
- S. Xu, Dynamics of operator size distribution in q-local quantum brownian syk and spin models, J. Phys. A 58, 045301 (2025).
- P. Basu, S. Das, and P. Nandy, Complexity of quadratic quantum chaos, J. High Energy Phys. 04 (2026) 081.
- A. Kitaev, A simple model of quantum holography, https://online.kitp.ucsb.edu/online/entangled15/kitaev/.
- J. Polchinski and V. Rosenhaus, The spectrum in the Sachdev-Ye-Kitaev model, J. High Energy Phys. 04 (2016) 001.
- J. Maldacena and D. Stanford, Remarks on the Sachdev-Ye-Kitaev model, Phys. Rev. D 94, 106002 (2016).
- A. Jevicki, K. Suzuki, and J. Yoon, Bi-local holography in the SYK model, J. High Energy Phys. 07 (2016) 007.
- A. Jevicki and K. Suzuki, Bi-local holography in the syk model: Perturbations, J. High Energy Phys. 11 (2016) 046.
- T. Xu, T. Scaffidi, and X. Cao, Does scrambling equal chaos?, Phys. Rev. Lett. 124, 140602 (2020).
- E. Rabinovici, A. Sánchez-Garrido, R. Shir, and J. Sonner, Krylov complexity, arXiv:2507.06286.
- O. Gamayun, M. A. Mir, O. Lychkovskiy, and Z. Ristivojevic, Exactly solvable models for universal operator growth, J. High Energy Phys. 07 (2025) 256.
- T. Prosen and M. Žnidarič, Is the efficiency of classical simulations of quantum dynamics related to integrability?, Phys. Rev. E 75, 015202 (2007).
- T. Prosen and I. Pižorn, Operator space entanglement entropy in a transverse Ising chain, Phys. Rev. A 76, 032316 (2007).
- I. Pižorn and T. Prosen, Operator space entanglement entropy in XY spin chains, Phys. Rev. B 79, 184416 (2009).
- L. Susskind, Why do things fall?, arXiv:1802.01198.
- A. R. Brown, H. Gharibyan, A. Streicher, L. Susskind, L. Thorlacius, and Y. Zhao, Falling toward charged black holes, Phys. Rev. D 98, 126016 (2018).
- D. S. Ageev and I. Y. Aref’eva, When things stop falling, chaos is suppressed, J. High Energy Phys. 01 (2019) 100.