- Open Access
Energy dynamics in a class of local random matrix Hamiltonians
Phys. Rev. Research 7, 033129 – Published 6 August, 2025
DOI: https://doi.org/10.1103/5469-njfq
Abstract
Random matrix theory yields valuable insights into the universal features of quantum many-body chaotic systems. Although all-to-all interactions are traditionally studied, many interesting dynamical questions, such as transport of a conserved density, require a notion of spatially local interactions. We study the transport of the energy, the most basic conserved density, in few-body and 1D chains of nearest-neighbor random matrix terms that square to one, which we dub the “Haar-Ising” local random matrix model. In the few-body but large local Hilbert space dimension case, we develop a mapping for the energy dynamics to a single-particle hopping picture. This allows for the computation of the energy density autocorrelators and an out-of-time-ordered correlator of the energy density. In the 1D chain, we numerically study the energy transport for a small local Hilbert space dimension. Throughout, we discuss the density of states and touch upon the relation to free probability theory.
Physics Subject Headings (PhySH)
Article Text
References (70)
- A. J. Short, Equilibration of quantum systems and subsystems, New J. Phys. 13, 053009 (2011).
- P. Reimann, Foundation of statistical mechanics under experimentally realistic conditions, Phys. Rev. Lett. 101, 190403 (2008).
- E. P. Wigner, Random matrices in physics, SIAM Rev. 9, 1 (1967).
- O. Bohigas, M. J. Giannoni, and C. Schmit, Characterization of chaotic quantum spectra and universality of level fluctuation laws, Phys. Rev. Lett. 52, 1 (1984).
- 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).
- J. Cotler, N. Hunter-Jones, J. Liu, and B. Yoshida, Chaos, complexity, and random matrices, J. High Energy Phys. 11 (2017) 048.
- A. D. Mirlin, Y. V. Fyodorov, F.-M. Dittes, J. Quezada, and T. H. Seligman, Transition from localized to extended eigenstates in the ensemble of power-law random banded matrices, Phys. Rev. E 54, 3221 (1996).
- F. J. Wegner, Disordered system with orbitals per site: Limit, Phys. Rev. B 19, 783 (1979).
- V. E. Kravtsov, I. M. Khaymovich, E. Cuevas, and M. Amini, A random matrix model with localization and ergodic transitions, New J. Phys. 17, 122002 (2015).
- G. J. Rodgers and A. J. Bray, Density of states of a sparse random matrix, Phys. Rev. B 37, 3557 (1988).
- P. Shukla, Random matrices with correlated elements: A model for disorder with interactions, Phys. Rev. E 71, 026226 (2005).
- M. P. Fisher, V. Khemani, A. Nahum, and S. Vijay, Random quantum circuits, Annu. Rev. Condens. Matter Phys. 14, 335 (2023).
- V. Khemani, A. Vishwanath, and D. A. Huse, Operator spreading and the emergence of dissipative hydrodynamics under unitary evolution with conservation laws, Phys. Rev. X 8, 031057 (2018).
- E. McCulloch, J. De Nardis, S. Gopalakrishnan, and R. Vasseur, Full counting statistics of charge in chaotic many-body quantum systems, Phys. Rev. Lett. 131, 210402 (2023).
- 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).
- A. Chan, S. Shivam, D. A. Huse, and A. De Luca, Many-body quantum chaos and space-time translational invariance, Nat. Commun. 13, 7484 (2022).
- S. Sachdev and J. Ye, Gapless spin-fluid ground state in a random quantum Heisenberg magnet, Phys. Rev. Lett. 70, 3339 (1993).
- A. Kitaev, A simple model of quantum holography, KITP Strings Seminar and Entanglement 2015 Program (2015), https://online.kitp.ucsb.edu/online/entangled15/kitaev2/.
- Y. Gu, X.-L. Qi, and D. Stanford, Local criticality, diffusion and chaos in generalized Sachdev-Ye-Kitaev models, J. High Energy Phys. 05 (2017) 125.
- C. Zanoci and B. Swingle, Energy transport in Sachdev-Ye-Kitaev networks coupled to thermal baths, Phys. Rev. Res. 4, 023001 (2022).
- M. Bellitti, S. Morampudi, and C. R. Laumann, Hamiltonian dynamics of a sum of interacting random matrices, Phys. Rev. B 100, 184201 (2019).
- M. Berkooz, M. Isachenkov, V. Narovlansky, and G. Torrents, Towards a full solution of the large N double-scaled SYK model, J. High Energy Phys. 03 (2019) 079.
- H. Verlinde, Double-scaled SYK, Chords and de Sitter Gravity, arXiv:2402.00635.
- L. Erdős and D. Schröder, Phase transition in the density of states of quantum spin glasses, Math. Phys. Anal. Geom. 17, 441 (2014).
- S. C. Morampudi and C. R. Laumann, Many-body systems with random spatially local interactions, Phys. Rev. B 100, 245152 (2019).
- B. Collins, Z. Yin, L. Zhao, and P. Zhong, The spectrum of local random Hamiltonians, J. Phys. A: Math. Theor. 56, 035201 (2023).
- R. Speicher and J. Wysoczanski, Mixtures of classical and free independence, arXiv:1603.08758.
- A. Nica and R. Speicher, Lectures on the Combinatorics of Free Probability, London Mathematical Society Lecture Note Series (Cambridge University Press, Cambridge, 2006).
- E. H. Lieb and D. W. Robinson, The finite group velocity of quantum spin systems, Commun. Math. Phys. 28, 251 (1972).
- M. L. Mehta, Random Matrices (Elsevier, Amsterdam, 2004).
- A. Chan, A. De Luca, and J. T. Chalker, Spectral statistics in spatially extended chaotic quantum many-body systems, Phys. Rev. Lett. 121, 060601 (2018).
- S. Sugimoto, R. Hamazaki, and M. Ueda, Test of the eigenstate thermalization hypothesis based on local random matrix theory, Phys. Rev. Lett. 126, 120602 (2021).
- S. Sugimoto, R. Hamazaki, and M. Ueda, Eigenstate thermalization in long-range interacting systems, Phys. Rev. Lett. 129, 030602 (2022).
- B. Bertini, F. Heidrich-Meisner, C. Karrasch, T. Prosen, R. Steinigeweg, and M. Žnidarič, Finite-temperature transport in one-dimensional quantum lattice models, Rev. Mod. Phys. 93, 025003 (2021).
- S. Gopalakrishnan and R. Vasseur, Anomalous transport from hot quasiparticles in interacting spin chains, Rep. Prog. Phys. 86, 036502 (2023).
- M. Ljubotina, J.-Y. Desaules, M. Serbyn, and Z. Papić, Superdiffusive energy transport in kinetically constrained models, Phys. Rev. X 13, 011033 (2023).
- M. Schulz, S. R. Taylor, C. A. Hooley, and A. Scardicchio, Energy transport in a disordered spin chain with broken (1) symmetry: Diffusion, subdiffusion, and many-body localization, Phys. Rev. B 98, 180201 (2018).
- D. A. Abanin, E. Altman, I. Bloch, and M. Serbyn, Colloquium: Many-body localization, thermalization, and entanglement, Rev. Mod. Phys. 91, 021001 (2019).
- J. Maldacena, S. H. Shenker, and D. Stanford, A bound on chaos, J. High Energy Phys. 08 (2016) 106.
- C.-J. Lin and O. I. Motrunich, Out-of-time-ordered correlators in a quantum ising chain, Phys. Rev. B 97, 144304 (2018).
- J. Riddell and E. S. Sørensen, Out-of-time ordered correlators and entanglement growth in the random-field XX spin chain, Phys. Rev. B 99, 054205 (2019).
- V. Khemani, D. A. Huse, and A. Nahum, Velocity-dependent lyapunov exponents in many-body quantum, semiclassical, and classical chaos, Phys. Rev. B 98, 144304 (2018).
- S. Xu and B. Swingle, Accessing scrambling using matrix product operators, Nat. Phys. 16, 199 (2020).
- J. Riddell, W. Kirkby, D. H. J. O'Dell, and E. S. Sørensen, Scaling at the out-of-time-ordered correlator wavefront: Free versus chaotic models, Phys. Rev. B 108, L121108 (2023).
- E. M. Fortes, I. García-Mata, R. A. Jalabert, and D. A. Wisniacki, Gauging classical and quantum integrability through out-of-time-ordered correlators, Phys. Rev. E 100, 042201 (2019).
- E. M. Fortes, I. García-Mata, R. A. Jalabert, and D. A. Wisniacki, Signatures of quantum chaos transition in short spin chains, Europhys. Lett. 130, 60001 (2020).
- I. García-Mata, R. Jalabert, and D. Wisniacki, Out-of-time-order correlations and quantum chaos, Scholarpedia 18, 55237 (2023).
- J. Riddell and E. S. Sørensen, Out-of-time-order correlations in the quasiperiodic Aubry-André model, Phys. Rev. B 101, 024202 (2020).
- S. Vijay and A. Vishwanath, Finite-temperature scrambling of a random hamiltonian, arXiv:1803.08483.
- J. A. Mingo and R. Speicher, Free Probability and Random Matrices, Fields Institute Monographs (Springer, New York, NY, 2017), Vol. 35.
- I. Charlesworth and B. Collins, Matrix models for -free independence, Arch. Math. 116, 585 (2021).
- M. Fava, J. Kurchan, and S. Pappalardi, Designs via free probability, Phys. Rev. X 15, 011031 (2025).
- R. Cori and G. Hetyei, Counting genus one partitions and permutations, arXiv:1306.4628.
- For larger , e.g., , the realization-to-realization fluctuations appear to be significantly larger (e.g., larger) than the average and so the scaling of the true average is difficult to see numerically.
- E. N. Economou, Green's Functions in Quantum Physics, Springer Series in Solid-State Sciences (Springer, Berlin, Heidelberg, 2006), Vol. 7.
- This is not exactly trivial; but follows by inserting where translates by sites: By using that is translation invariant, we have If is even, then . If is odd, then where now hops an even site particle to the left which is the opposite action of . By symmetry of the original RMT model under , we still have the claimed equality for odd .
- J. S. Cotler, G. Gur-Ari, M. Hanada, J. Polchinski, P. Saad, S. H. Shenker, D. Stanford, A. Streicher, and M. Tezuka, Black holes and random matrices, J. High Energy Phys. 05 (2017) 118.
- G. D. Mahan, Energy bands of the Bethe lattice, Phys. Rev. B 63, 155110 (2001).
- A. Giacometti, Exact closed form of the return probability on the bethe lattice, J. Phys. A: Math. Gen. 28, L13 (1995).
- M. Eckstein, M. Kollar, K. Byczuk, and D. Vollhardt, Hopping on the Bethe lattice: Exact results for densities of states and dynamical mean-field theory, Phys. Rev. B 71, 235119 (2005).
- We were not able to identify an operator such that as we were in the case, the main issue being that on the Bethe lattice (), points are not labeled by anymore.
- Edited by J. Skilling, Maximum Entropy and Bayesian Methods: Cambridge, England, 1988 (Springer Netherlands, Dordrecht, 1989).
- T. J. Park and J. C. Light, Unitary quantum time evolution by iterative Lanczos reduction, J. Chem. Phys. 85, 5870 (1986).
- W. Młotkowski, -free probability, Infin. Dimens. Anal. Quantum. Probab. Relat. Top. 07, 27 (2004).
- G. Cébron, P. O. Santos, and P. Youssef, Graphon-Theoretic Approach to central limit theorems for -independence, arXiv:2411.13062.
- J. P. Keating, N. Linden, and H. J. Wells, Spectra and eigenstates of spin chain Hamiltonians, Commun. Math. Phys. 338, 81 (2015).
- R. Speicher, Lecture notes on “free probability theory,” arXiv:1908.08125.
- J. Novak and M. LaCroix, Three lectures on free probability, arXiv:1205.2097.
- Y. Y. Atas, E. Bogomolny, O. Giraud, and G. Roux, Distribution of the ratio of consecutive level spacings in random matrix ensembles, Phys. Rev. Lett. 110, 084101 (2013).
- We thank John Chalker for pointing out the beginnings of this argument to us.