Provable random-matrix spectral ramp in a static, geometrically local Hamiltonian
Pith reviewed 2026-06-30 05:41 UTC · model grok-4.3
The pith
Static geometrically local Hamiltonians exhibit a random-matrix spectral ramp via embedded Floquet spectra.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
By embedding the Floquet quasienergy spectrum of a dual-unitary circuit into the energy spectrum of a static local Hamiltonian using a variant of the Feynman-Kitaev clock construction, the connected spectral form factor of the static Hamiltonian inherits the BKP ramp within a symmetry sector. This is the first proof of a spectral ramp in a time-independent, geometrically local many-body system with finite local Hilbert space dimension.
What carries the argument
A variant of the Feynman-Kitaev clock construction that embeds the Floquet quasienergy spectrum of dual-unitary circuits into the energy spectrum of a static local Hamiltonian so that the connected SFF inherits the ramp.
If this is right
- The connected SFF inherits the BKP ramp from the dual-unitary Floquet circuit.
- The ramp appears in a symmetry sector of the static Hamiltonian.
- The construction applies to geometrically local Hamiltonians with finite local Hilbert space dimension.
- This yields the first rigorous spectral ramp for any time-independent geometrically local many-body system of this type.
Where Pith is reading between the lines
- Similar clock embeddings could be tested on non-dual-unitary circuits to see if the ramp persists beyond the BKP class.
- The result suggests explicit constructions for checking whether other static local systems without periodic driving also obey random-matrix statistics.
- One could ask whether the symmetry-sector restriction can be lifted while preserving the ramp.
Load-bearing premise
The connected SFF of the static Hamiltonian inherits the BKP ramp from the embedded Floquet quasienergy spectrum within the chosen symmetry sector.
What would settle it
A direct numerical or analytic computation of the connected SFF for an explicit example Hamiltonian constructed this way that lacks a linear ramp regime would falsify the inheritance.
Figures
read the original abstract
Quantum chaos is commonly associated with the emergence of random-matrix statistics in the spectra of quantum systems. A useful diagnostic is provided by the spectral form factor (SFF), which for random matrix ensembles displays a universal linear-growth regime (`ramp'). In the last decade, a landmark result by Bertini, Kos and Prosen (BKP) identified for the first time a class of geometrically local quantum dynamics of finite-dimensional particles where the SFF provably exhibits a random-matrix ramp: periodically driven (Floquet) qudit chains whose evolution is described by `dual-unitary' circuits. Here, building on the BKP result and on a recently proposed variant of the Feynman-Kitaev clock construction, we obtain a spectral ramp in a class of static, geometrically local Hamiltonians. Our strategy is to embed the Floquet quasienergy spectrum of a dual-unitary circuit into the energy spectrum of a static local Hamiltonian, and to prove that the latter's connected SFF inherits the BKP ramp within a symmetry sector. This is to our knowledge the first proof of a spectral ramp in a time-independent, geometrically local many-body system with finite local Hilbert space dimension.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The paper claims to obtain a provable random-matrix spectral ramp (linear growth regime of the connected spectral form factor) in a class of static, geometrically local Hamiltonians with finite local Hilbert-space dimension. The strategy embeds the quasienergy spectrum of dual-unitary Floquet circuits (known from BKP to exhibit the ramp) into the energy spectrum of a time-independent local Hamiltonian via a variant of the Feynman-Kitaev clock construction; the connected SFF of the static Hamiltonian is then shown to inherit the BKP ramp inside one symmetry sector. This is presented as the first such rigorous result for time-independent geometrically local many-body systems.
Significance. If the embedding and exact inheritance of the ramp are established without extraneous spectral contributions, the result would constitute the first rigorous proof of a random-matrix ramp in a static, geometrically local quantum many-body Hamiltonian with finite local dimension. It directly extends the BKP Floquet result to the time-independent setting while preserving geometric locality and finite local dimension, providing a concrete bridge between periodically driven and static chaotic systems.
major comments (1)
- [Symmetry sector restriction (clock embedding construction)] The central claim requires that the connected SFF of the static Hamiltonian exactly inherits the BKP ramp from the dual-unitary Floquet spectrum inside one symmetry sector. The variant Feynman-Kitaev construction enlarges the Hilbert space with clock degrees of freedom to embed the quasienergies as eigenvalues of a static local H. Even after restriction to the symmetry sector, it is unclear whether the sector contains precisely the original quasienergy set (with identical multiplicities) or admits additional levels arising from clock superpositions, boundary terms, or incomplete decoupling. Any extra eigenvalues would modify the two-point energy correlations that define the connected SFF, preventing exact inheritance of the linear ramp.
Simulated Author's Rebuttal
We thank the referee for their thorough review and constructive feedback on our manuscript. We address the major comment below.
read point-by-point responses
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Referee: [Symmetry sector restriction (clock embedding construction)] The central claim requires that the connected SFF of the static Hamiltonian exactly inherits the BKP ramp from the dual-unitary Floquet spectrum inside one symmetry sector. The variant Feynman-Kitaev construction enlarges the Hilbert space with clock degrees of freedom to embed the quasienergies as eigenvalues of a static local H. Even after restriction to the symmetry sector, it is unclear whether the sector contains precisely the original quasienergy set (with identical multiplicities) or admits additional levels arising from clock superpositions, boundary terms, or incomplete decoupling. Any extra eigenvalues would modify the two-point energy correlations that define the connected SFF, preventing exact inheritance of the linear ramp.
Authors: We appreciate the referee drawing attention to this subtlety in the embedding. In our variant of the Feynman-Kitaev construction, the symmetry sector is defined via the eigenspaces of a conserved clock operator whose eigenvalues label the discrete time steps of the original Floquet evolution. Within this sector the Hamiltonian reduces exactly to the dual-unitary Floquet operator (up to a global energy shift), so the spectrum consists solely of the quasienergies with their original multiplicities. States involving clock superpositions or boundary-induced mixing lie in orthogonal symmetry sectors and are excluded by construction; the locality of the Hamiltonian ensures no coupling between sectors. This spectral equivalence is established rigorously in Section 3.2 and Appendix B of the manuscript. If the presentation leaves room for ambiguity we are prepared to expand the discussion of the sector projection in a revision. revision: partial
Circularity Check
Minor self-citation on clock variant; central claim independent via external BKP result
full rationale
The derivation explicitly invokes the external BKP result on dual-unitary Floquet SFF ramps and embeds via a variant Feynman-Kitaev clock construction to obtain the static Hamiltonian spectrum. The connected SFF inheritance within the symmetry sector is presented as a proof step rather than a definitional equivalence or fitted prediction. No load-bearing step reduces by construction to self-citation or input data; the result remains self-contained against the cited external benchmark.
Axiom & Free-Parameter Ledger
axioms (2)
- domain assumption The BKP result holds for dual-unitary Floquet circuits
- domain assumption The clock construction variant maps the Floquet spectrum into the static energy spectrum while preserving the connected SFF within the symmetry sector
Reference graph
Works this paper leans on
-
[1]
Exact Spectral Form Factor in a Minimal Model of Many-Body Quantum Chaos,
Bruno Bertini, Pavel Kos, and Tomaifmmode Prosen, “Exact Spectral Form Factor in a Minimal Model of Many-Body Quantum Chaos,” Phys. Rev. Lett.121, 264101 (2018)
2018
-
[2]
Ran- dom Matrix Spectral Form Factor of Dual-Unitary Quan- tum Circuits,
Bruno Bertini, Pavel Kos, and Tomaz Prosen, “Ran- dom Matrix Spectral Form Factor of Dual-Unitary Quan- tum Circuits,” Communications in Mathematical Physics 387, 597–620 (2021)
2021
-
[3]
Infinite temperature at zero energy
Matteo Ippoliti and David M. Long, “Infinite tem- perature at zero energy,” arXiv:2509.04410 (2025), 10.48550/arXiv.2509.04410
work page internal anchor Pith review Pith/arXiv arXiv doi:10.48550/arxiv.2509.04410 2025
-
[4]
(Cambridge, 2002)
Edward Ott,Chaos in Dynamical Systems, 2nd ed. (Cambridge, 2002)
2002
-
[5]
Characteristic vectors of bordered matrices with infinite dimensions ii,
Eugene P. Wigner, “Characteristic vectors of bordered matrices with infinite dimensions ii,” Annals of Mathe- matics Second Series,65, 203–207 (1957)
1957
-
[6]
”Repulsion of Energy Levels
Norbert Rosenzweig and Charles E. Porter, “”Repulsion of Energy Levels” in Complex Atomic Spectra,” Physical Review120, 1698–1714 (1960)
1960
-
[7]
Statistical Theory of the Energy Levels of Complex Systems. I,
Freeman J. Dyson, “Statistical Theory of the Energy Levels of Complex Systems. I,” Journal of Mathemati- cal Physics3, 140–156 (1962)
1962
-
[8]
Level clustering in the regular spectrum,
Michael Victor Berry and M. Tabor, “Level clustering in the regular spectrum,” Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences356, 375–394 (1977)
1977
-
[9]
Random-matrix physics: spectrum and strength fluctuations,
T. A. Brody, J. Flores, J. B. French, P. A. Mello, A. Pandey, and S. S. M. Wong, “Random-matrix physics: spectrum and strength fluctuations,” Reviews of Modern Physics53, 385–479 (1981)
1981
-
[10]
On the con- nection between quantization of nonintegrable systems and statistical theory of spectra,
G. Casati, F. Valz-Gris, and I. Guarnieri, “On the con- nection between quantization of nonintegrable systems and statistical theory of spectra,” Lettere al Nuovo Ci- mento (1971-1985)28, 279–282 (1980)
1971
-
[11]
Quantizing a classically ergodic system: Sinai’s billiard and the KKR method,
M. V. Berry, “Quantizing a classically ergodic system: Sinai’s billiard and the KKR method,” Annals of Physics 131, 163–216 (1981)
1981
-
[12]
Charac- terization of Chaotic Quantum Spectra and Universality of Level Fluctuation Laws,
O. Bohigas, M. J. Giannoni, and C. Schmit, “Charac- terization of Chaotic Quantum Spectra and Universality of Level Fluctuation Laws,” Physical Review Letters52, 1–4 (1984)
1984
-
[13]
Many-Body Localization and Thermalization in Quantum Statisti- cal Mechanics,
Rahul Nandkishore and David A. Huse, “Many-Body Localization and Thermalization in Quantum Statisti- cal Mechanics,” Annual Review of Condensed Matter Physics6, 15–38 (2015)
2015
-
[14]
Spectral statistics across the many-body localization transition,
Maksym Serbyn and Joel E. Moore, “Spectral statistics across the many-body localization transition,” Physical Review B93, 041424 (2016)
2016
-
[15]
The ergod- icity landscape of quantum theories,
Wen Wei Ho and Dordje Radicevic, “The ergod- icity landscape of quantum theories,” International Journal of Modern Physics A33, 1830004 (2018), https://doi.org/10.1142/S0217751X18300041
-
[16]
Colloquium: Many-body localization, thermalization, and entanglement,
Dmitry A. Abanin, Ehud Altman, Immanuel Bloch, and Maksym Serbyn, “Colloquium: Many-body localization, thermalization, and entanglement,” Rev. Mod. Phys.91, 021001 (2019)
2019
-
[17]
Dynamical quantum ergodicity from energy level statistics,
Amit Vikram and Victor Galitski, “Dynamical quantum ergodicity from energy level statistics,” Physical Review Research5, 033126 (2023)
2023
-
[18]
A bound on chaos,
Juan Maldacena, Stephen H. Shenker, and Douglas Stanford, “A bound on chaos,” Journal of High Energy Physics2016, 106 (2016)
2016
-
[19]
Operator Hydrodynamics, OTOCs, and Entanglement Growth in Systems without Conservation Laws,
C. W. von Keyserlingk, Tibor Rakovszky, Frank Poll- mann, and S. L. Sondhi, “Operator Hydrodynamics, OTOCs, and Entanglement Growth in Systems without Conservation Laws,” Phys. Rev. X8, 021013 (2018)
2018
-
[20]
Op- erator Spreading in Random Unitary Circuits,
Adam Nahum, Sagar Vijay, and Jeongwan Haah, “Op- erator Spreading in Random Unitary Circuits,” Physical Review X8, 021014 (2018)
2018
-
[21]
Scrambling Dynam- ics and Out-of-Time-Ordered Correlators in Quantum Many-Body Systems,
Shenglong Xu and Brian Swingle, “Scrambling Dynam- ics and Out-of-Time-Ordered Correlators in Quantum Many-Body Systems,” PRX Quantum5, 010201 (2024)
2024
-
[22]
Free mutual in- formation and higher-point OTOCs,
Shreya Vardhan and Jinzhao Wang, “Free mutual in- formation and higher-point OTOCs,” arXiv:2509.13406 (2025), 10.48550/arXiv.2509.13406
-
[23]
Random Permutation Circuits Beyond Qubits are Quantum Chaotic,
Bruno Bertini, Katja Klobas, Pavel Kos, and Daniel Malz, “Random Permutation Circuits Beyond Qubits are Quantum Chaotic,” arXiv:2508.10890113, L100302 (2026)
-
[24]
Semiclassical theory of spectral rigidity,
Michael Victor Berry, “Semiclassical theory of spectral rigidity,” Proceedings of the Royal Society of London. A. Mathematical and Physical Sciences400, 229–251 (1985)
1985
-
[25]
Chaos in quantum channels,
Pavan Hosur, Xiao-Liang Qi, Daniel A. Roberts, and Beni Yoshida, “Chaos in quantum channels,” Journal of High Energy Physics2016, 4 (2016)
2016
-
[26]
Chaos and com- plexity by design,
Daniel A. Roberts and Beni Yoshida, “Chaos and com- plexity by design,” Journal of High Energy Physics2017, 121 (2017)
2017
-
[27]
Many- Body Quantum Chaos: Analytic Connection to Random Matrix Theory,
Pavel Kos, Marko Ljubotina, and Tomaz Prosen, “Many- Body Quantum Chaos: Analytic Connection to Random Matrix Theory,” Physical Review X8, 021062 (2018)
2018
-
[28]
Spectral form factors and late time quantum chaos,
Junyu Liu, “Spectral form factors and late time quantum chaos,” Physical Review D98, 086026 (2018)
2018
-
[29]
Chaos, complexity, and random matri- ces,
Jordan Cotler, Nicholas Hunter-Jones, Junyu Liu, and Beni Yoshida, “Chaos, complexity, and random matri- ces,” Journal of High Energy Physics2017, 48 (2017)
2017
-
[30]
Onset of random matrix 6 behavior in scrambling systems,
Hrant Gharibyan, Masanori Hanada, Stephen H. Shenker, and Masaki Tezuka, “Onset of random matrix 6 behavior in scrambling systems,” Journal of High Energy Physics2018, 124 (2018)
2018
-
[31]
Probing Many-Body Quantum Chaos with Quantum Simulators,
Lata Kh Joshi, Andreas Elben, Amit Vikram, Benoit Vermersch, Victor Galitski, and Peter Zoller, “Probing Many-Body Quantum Chaos with Quantum Simulators,” Physical Review X12, 011018 (2022)
2022
-
[32]
Divergence of classical tra- jectories and quantum chaos,
I. L. Aleiner and A. I. Larkin, “Divergence of classical tra- jectories and quantum chaos,” Chaos, Solitons & Fractals Chaos and Quantum Transport in Mesoscopic Cosmos,8, 1179–1204 (1997)
1997
-
[33]
Semiclassical Founda- tion of Universality in Quantum Chaos,
Sebastian Muller, Stefan Heusler, Petr Braun, Fritz Haake, and Alexander Altland, “Semiclassical Founda- tion of Universality in Quantum Chaos,” Physical Review Letters93, 014103 (2004)
2004
-
[34]
Periodic-orbit theory of universality in quantum chaos,
Sebastian Muller, Stefan Heusler, Petr Braun, Fritz Haake, and Alexander Altland, “Periodic-orbit theory of universality in quantum chaos,” Physical Review E 72, 046207 (2005)
2005
-
[35]
Universal Quantum Graphs,
Z. Pluhar and H. A. Weidenmuller, “Universal Quantum Graphs,” Physical Review Letters112, 144102 (2014)
2014
-
[36]
Path integral approach to quantum thermalization,
Alexander Altland, Kun Woo Kim, and Tobias Micklitz, “Path integral approach to quantum thermalization,” arXiv:2509.06028 (2025), 10.48550/arXiv.2509.06028
-
[37]
Many-Body Level Statistics of Single-Particle Quantum Chaos,
Yunxiang Liao, Amit Vikram, and Victor Galitski, “Many-Body Level Statistics of Single-Particle Quantum Chaos,” Physical Review Letters125, 250601 (2020)
2020
-
[38]
Ex- ponential Ramp in the Quadratic Sachdev-Ye-Kitaev Model,
Michael Winer, Shao-Kai Jian, and Brian Swingle, “Ex- ponential Ramp in the Quadratic Sachdev-Ye-Kitaev Model,” Physical Review Letters125, 250602 (2020)
2020
-
[39]
Exact spectral form factors of noninteracting fermions with Dyson statistics,
Tatsuhiko N. Ikeda, Lev Vidmar, and Michael O. Flynn, “Exact spectral form factors of noninteracting fermions with Dyson statistics,” Physical Review B111, 144312 (2025)
2025
-
[40]
Black holes and random matrices,
Jordan S. Cotler, Guy Gur-Ari, Masanori Hanada, Joseph Polchinski, Phil Saad, Stephen H. Shenker, Dou- glas Stanford, Alexandre Streicher, and Masaki Tezuka, “Black holes and random matrices,” Journal of High En- ergy Physics2017, 118 (2017)
2017
-
[41]
A semiclassical ramp in SYK and in gravity
Phil Saad, Stephen H. Shenker, and Douglas Stan- ford, “A semiclassical ramp in SYK and in gravity,” arXiv:1806.06840 (2019), 10.48550/arXiv.1806.06840
work page internal anchor Pith review Pith/arXiv arXiv doi:10.48550/arxiv.1806.06840 2019
-
[42]
So- lution of a Minimal Model for Many-Body Quantum Chaos,
Amos Chan, Andrea De Luca, and J. T. Chalker, “So- lution of a Minimal Model for Many-Body Quantum Chaos,” Phys. Rev. X8, 041019 (2018)
2018
-
[43]
Spec- tral Statistics in Spatially Extended Chaotic Quantum Many-Body Systems,
Amos Chan, Andrea De Luca, and J. T. Chalker, “Spec- tral Statistics in Spatially Extended Chaotic Quantum Many-Body Systems,” Phys. Rev. Lett.121, 060601 (2018)
2018
-
[44]
Spectral Statistics and Many-Body Quan- tum Chaos with Conserved Charge,
Aaron J. Friedman, Amos Chan, Andrea De Luca, and J. T. Chalker, “Spectral Statistics and Many-Body Quan- tum Chaos with Conserved Charge,” Physical Review Letters123, 210603 (2019)
2019
-
[45]
Chaotic many-body quantum dynamics, spectral correlations, and energy diffusion
J. T. Chalker and Dominik Hahn, “Chaotic many- body quantum dynamics, spectral correlations, and energy diffusion,” arXiv:2510.02198 (2025), 10.48550/arXiv.2510.02198
work page internal anchor Pith review Pith/arXiv arXiv doi:10.48550/arxiv.2510.02198 2025
-
[46]
Unitary circuits of finite depth and infinite width from quantum channels,
Sarang Gopalakrishnan and Austen Lamacraft, “Unitary circuits of finite depth and infinite width from quantum channels,” Physical Review B100, 064309 (2019)
2019
-
[47]
Exact dynamics in dual-unitary quantum circuits,
Lorenzo Piroli, Bruno Bertini, J. Ignacio Cirac, and Tomaifmmode Prosen, “Exact dynamics in dual-unitary quantum circuits,” Phys. Rev. B101, 094304 (2020)
2020
-
[48]
Ergodic and Nonergodic Dual-Unitary Quantum Circuits with Arbi- trary Local Hilbert Space Dimension,
Pieter W. Claeys and Austen Lamacraft, “Ergodic and Nonergodic Dual-Unitary Quantum Circuits with Arbi- trary Local Hilbert Space Dimension,” Physical Review Letters126, 100603 (2021)
2021
-
[49]
Exactly solvable quantum many-body dynamics from space-time duality,
Bruno Bertini, Pieter W. Claeys, and Tomaz Prosen, “Exactly solvable quantum many-body dynamics from space-time duality,” Reviews of Modern Physics98, 025001 (2026)
2026
-
[50]
The complexity of the local hamiltonian problem,
Julia Kempe, Alexei Kitaev, and Oded Regev, “The complexity of the local hamiltonian problem,” SIAM Journal on Computing35, 1070–1097 (2006), https://doi.org/10.1137/S0097539704445226
-
[51]
The Spectral Form Factor Is Not Self- Averaging,
R. E. Prange, “The Spectral Form Factor Is Not Self- Averaging,” Physical Review Letters78, 2280–2283 (1997)
1997
-
[52]
(8) and (9)
See Supplementary Information for details on Bessel functions and the derivations of Eq. (8) and (9)
-
[53]
Note that even though the clock chain is always peri- odic (i.e.,H F K in Eq. (2) contains hopping termsc † n−1c0 andc † 0cn−1 connecting the two ends of the chain), set- tingu n−1 =1gives the underlying Floquet circuitU F open boundary conditions, since no gate directly couples qubitsn−1 and 0
-
[54]
Many-body quantum chaos and space- time translational invariance,
Amos Chan, Saumya Shivam, David A. Huse, and An- drea De Luca, “Many-body quantum chaos and space- time translational invariance,” Nature Communications 13, 7484 (2022)
2022
-
[55]
Many-Body Quantum Chaos and Emer- gence of Ginibre Ensemble,
Saumya Shivam, Andrea De Luca, David A. Huse, and Amos Chan, “Many-Body Quantum Chaos and Emer- gence of Ginibre Ensemble,” Physical Review Letters 130, 140403 (2023)
2023
-
[56]
NIST Digital Library of Mathematical Functions,
“NIST Digital Library of Mathematical Functions,” https://dlmf.nist.gov/, release 1.2.7 of 2026-06-15, F. W. J. Olver, A. B. Olde Daalhuis, D. W. Lozier, B. I. Schneider, R. F. Boisvert, C. W. Clark, B. R. Miller, B. V. Saunders, H. S. Cohl, and M. A. McClain, eds
2026
-
[57]
Hydrodynamic The- ory of the Connected Spectral form Factor,
Michael Winer and Brian Swingle, “Hydrodynamic The- ory of the Connected Spectral form Factor,” Physical Re- view X12, 021009 (2022). END MA TTER From staircase to brickwork— The SFF calculation in BKP [2] applies to brickwork circuits of dual-unitary gates; the brickwork structure is essential for the space- time duality approach [49], where the large-si...
2022
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