- Open Access
Krylov distribution
Phys. Rev. D 113, 126004 – Published 4 June, 2026
DOI: https://doi.org/10.1103/bdlf-jjtw
Abstract
We introduce the Krylov distribution , a static Krylov-space diagnostic that characterizes how inverse-energy response is organized in Hilbert space. The central object is the resolvent-dressed state , whose decomposition in the Krylov basis generated from a reference state defines a normalized distribution over Krylov levels. Unlike conventional spectral functions, which resolve response solely along the energy axis, the Krylov distribution captures how the resolvent explores the dynamically accessible subspace as the spectral parameter is varied. Using asymptotic analysis, exact results in solvable models, and numerical studies of an interacting spin chain, we identify three universal regimes: saturation outside the spectral support, extensive growth within continuous spectra, and sublinear or logarithmic scaling near spectral edges and quantum critical points. We further show that fidelity susceptibility and the quantum geometric tensor admit natural decompositions in terms of Krylov-resolved resolvent amplitudes.
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References (75)
- M. Srednicki, Phys. Rev. E 50, 888 (1994).
- J. M. Deutsch, Phys. Rev. A 43, 2046 (1991).
- S. H. Shenker and D. Stanford, J. High Energy Phys. 03 (2014) 067.
- O. Bohigas, M. J. Giannoni, and C. Schmit, Phys. Rev. Lett. 52, 1 (1984).
- A. Polkovnikov, K. Sengupta, A. Silva, and M. Vengalattore, Rev. Mod. Phys. 83, 863 (2011).
- C. Lanczos, J. Res. Natl. Bur. Stand. 45, 255 (1950).
- R. Haydock, Comput. Phys. Commun. 20, 11 (1980).
- T. J. Park and J. C. Light, J. Chem. Phys. 85, 5870 (1986).
- V. S. Viswanath and G. Müller, The Recursion Method: Application to Many Body Dynamics, Lecture Notes in Physics Monographs (Springer, New York, 1994).
- D. Viswanath, J. Symb. Log. 74, 679 (2009).
- D. E. Parker, X. Cao, A. Avdoshkin, T. Scaffidi, and E. Altman, Phys. Rev. X 9, 041017 (2019).
- E. Rabinovici, A. Sánchez-Garrido, R. Shir, and J. Sonner, J. High Energy Phys. 06 (2021) 062.
- V. Balasubramanian, P. Caputa, J. M. Magan, and Q. Wu, Phys. Rev. D 106, 046007 (2022).
- P. Caputa, J. M. Magan, and D. Patramanis, Phys. Rev. Res. 4, 013041 (2022).
- J. L. F. Barbón, E. Rabinovici, R. Shir, and R. Sinha, J. High Energy Phys. 10 (2019) 264.
- M. Alishahiha and S. Banerjee, SciPost Phys. 15, 080 (2023).
- A. Dymarsky and M. Smolkin, Phys. Rev. D 104, L081702 (2021).
- B. Bhattacharjee, X. Cao, P. Nandy, and T. Pathak, J. High Energy Phys. 05 (2022) 174.
- A. Avdoshkin, A. Dymarsky, and M. Smolkin, J. High Energy Phys. 06 (2024) 066.
- H. Camargo, V. Jahnke, K. Kim, and M. Nishida, J. High Energy Phys. 05 (2023) 226.
- M. Vasli, K. B. Velni, M. M. Mozaffar, A. Mollabashi, and M. Alishahiha, Eur. Phys. J. C 84, 235 (2024).
- H. Imani, K. B. Velni, and M. M. Mozaffar, Eur. Phys. J. C 85, 958 (2025).
- E. Rabinovici, A. Sánchez-Garrido, R. Shir, and J. Sonner, J. High Energy Phys. 03 (2022) 211.
- G. F. Scialchi, A. J. Roncaglia, and D. A. Wisniacki, Phys. Rev. E 109, 054209 (2024).
- F. B. Trigueros and C. J. Lin, SciPost Phys. 13, 037 (2022).
- B. L. Español and D. A. Wisniacki, Phys. Rev. E 107, 024217 (2023).
- J. Erdmenger, S. Jian, and Z. Xian, J. High Energy Phys. 08 (2023) 176.
- K. Huh, H. Jeong, and J. Pedraza, J. High Energy Phys. 05 (2024) 137.
- H. Camargo, K. Huh, V. Jahnke, H. Jeong, K. Kim, and M. Nishida, J. High Energy Phys. 08 (2024) 241.
- P. Nandy, T. Pathak, and M. Tezuka, Phys. Rev. B 111, L060201 (2025).
- B. Bhattacharjee and P. Nandy, Phys. Rev. B 111, L060202 (2025).
- V. Balasubramanian, R. Das, J. Erdmenger, and Z. Xian, J. Stat. Mech. (2025) 033202.
- M. Baggioli, K. Huh, H. Jeong, K. Kim, and J. Pedraza, Phys. Rev. Res. 7, 023028 (2025).
- M. Alishahiha, S. Banerjee, and M. Vasli, Eur. Phys. J. C 85, 749 (2025).
- A. F. Astaneh and N. Vardian, J. High Energy Phys. 12 (2025) 128.
- A. Bhattacharya and A. Jana, arXiv:2408.11096.
- K. Huh, H. Jeong, L. P. Zayas, and J. Pedraza, Phys. Rev. D 111, L121902 (2025).
- M. Baggioli, K. Huh, H. Jeong, X. Jiang, K. Kim, and J. Pedraza, Phys. Rev. D 111, L101904 (2025).
- P. Nandy, A. S. Matsoukas-Roubeas, P. Martínez Azcona, A. Dymarsky, and A. del Campo, Phys. Rep. 1125–1128, 1 (2025).
- E. Rabinovici, A. Sánchez-Garrido, R. Shir, and J. Sonner, arXiv:2507.06286.
- J.-P. Provost and G. Vallee, Commun. Math. Phys. 76, 289 (1980).
- P. Zanardi and N. Paunković, Phys. Rev. E 74, 031123 (2006).
- S.-J. Gu, H.-Q. L. Kwok, and W.-Q. Ning, Phys. Rev. B 77, 245109 (2008).
- M. Kolodrubetz, D. Sels, P. Mehta, and A. Polkovnikov, Phys. Rep. 697, 1 (2017).
- B. Damski, Phys. Rev. E 87, 052131 (2013).
- O. Lunt, T. Kriecherbauer, K. T.-R. McLaughlin, and C. von Keyserlingk, Phys. Rev. X 16, 011033 (2026).
- V. Balasubramanian, P. Caputa, and J. Simón, J. High Energy Phys. 04 (2026) 172.
- T. S. Chihara, An Introduction to Orthogonal Polynomials (Dover, New York, 1978).
- G. Szegö, Orthogonal Polynomials (American Mathematical Society, Providence, 1939).
- P. Deift, Orthogonal Polynomials and Random Matrices: A Riemann–Hilbert Approach (American Mathematical Society, Providence, 1999).
- B. Simon, Orthogonal Polynomials on the Real Line, Part 1 (American Mathematical Society, Providence, 2005).
- W. Mück and Y. Yang, Nucl. Phys. B984, 115948 (2022).
- A. Kar, L. Lamprou, M. Rozali, and J. Sully, J. High Energy Phys. 01 (2022) 016.
- W. Mück, Phys. Rev. D 109, 126001 (2024).
- K. Adhikari, Phys. Lett. A 584, 131601 (2026).
- L. C. Qu, arXiv:2512.15857.
- P. Nevai, Orthogonal Polynomials, Memoirs of the American Mathematical Society No. 213 (American Mathematical Society, Providence, 1979).
- M. L. Mehta, Random Matrices 3rd ed. (Elsevier, New York, 2004).
- S. Sachdev, Quantum Phase Transitions 2nd ed. (Cambridge University Press, Cambridge, England, 2011).
- S. Sachdev and J. Ye, Phys. Rev. Lett. 70, 3339 (1993).
- A. Kitaev, A simple model of quantum holography (2015), talks at KITP, April 7, 2015 and May 27, 2015.
- A. Kitaev and S. J. Suh, J. High Energy Phys. 05 (2018) 183.
- K. Joel, D. Kollmar, and L. Santos, Am. J. Phys. 81, 450 (2013).
- J. D. Noh, Phys. Rev. E 104, 034112 (2021).
- A. Bhattacharya, P. Nandy, P. P. Nath, and H. Sahu, J. High Energy Phys. 12 (2023) 066.
- A. Bhattacharya, P. Nandy, P. P. Nath, and H. Sahu, J. High Energy Phys. 12 (2022) 081.
- M. Alishahiha and M. J. Vasli, Eur. Phys. J. C 85, 39 (2025).
- S. Güttel, Rational Krylov Methods for Operator Functions, MIMS EPrint 2017.39 (Manchester Institute for Mathematical Sciences, The University of Manchester, 2017).
- J. T. François and L. Ravera, Fortschr. Phys. 73, 2400149 (2025).
- J. François and L. Ravera, arXiv:2510.19845.
- J. T. François and L. Ravera, Fortschr. Phys. 73, e70040 (2025).
- M. Alishahiha and M. J. Vasli, Data and code availability for “krylov distribution (2026), available from the corresponding authors upon request.
- V. Druskin and L. Knizhnerman, SIAM J. Matrix Anal. Appl. 19, 755 (1998).
- C. Jagels and L. Reichel, Linear Algebra Appl. 431, 441 (2009).
- H. A. Daas and N. I. M. Gould, arXiv:2511.11135.