- Open Access
Temporal nonclassicality in continuous-time quantum walks
Phys. Rev. A 113, 042212 – Published 14 April, 2026
DOI: https://doi.org/10.1103/11ty-bsfy
Abstract
Quantum walks represent a paradigmatic framework to explore and manipulate quantum behaviors. In this paper, we investigate the genuinely quantum features of continuous-time quantum walks by combining a single-time and a multitime quantifier of nonclassicality. On the one hand, we consider the quantum-classical dynamical distance , which measures the departure of the time-evolved quantum state of a continuous-time quantum walk from the classical state of a random walk on the same graph. On the other hand, we analyze the joint probability distributions associated with sequential measurements of the walker's position, assessing their violation of the classical Kolmogorov consistency conditions via a dedicated quantifier . We demonstrate a quadratic short-time scaling of , which differs from the known linear scaling of , but, as the latter, is fully determined by the degree of the initially occupied node and is independent of the global graph topology. At longer times, instead, exhibits a pronounced topology-driven behavior: it is strongly suppressed on complete graphs while remaining finite and oscillatory on cycles, in contrast with the almost topology-independent asymptotics of . We then extend the analysis to Markovian open-system dynamics, focusing on dephasing in the position basis (Haken-Strobl model) and in the energy basis (intrinsic decoherence). Site dephasing drives both quantifiers to zero, with the decay of controlled by the spectral gap of the corresponding Lindblad generator. By contrast, energy-basis dephasing preserves a finite asymptotic value of , depending on the overlap structure of the Laplacian eigenspaces with the site basis. Our results demonstrate that distinct notions of nonclassicality lead to qualitatively and quantitatively different assessments of how quantum a given walk is, pointing at the intricate nature of temporal quantum correlations in networked quantum systems under realistic decoherence.
Physics Subject Headings (PhySH)
Article Text
References (79)
- E. Farhi and S. Gutmann, Quantum computation and decision trees, Phys. Rev. A 58, 915 (1998).
- J. Kempe, Quantum random walks: An introductory overview, Contemp. Phys. 44, 307 (2003).
- R. Portugal, Quantum Walks and Search Algorithms (Springer, Berlin, 2013).
- S. E. Venegas-Andraca, Quantum walks: A comprehensive review, Quantum Inf. Proc. 11, 1015 (2012).
- A. M. Childs, Universal computation by quantum walk, Phys. Rev. Lett. 102, 180501 (2009).
- X. Qiang, S. Ma, and H. Song, Quantum walk computing: Theory, implementation, and application, Intell. Comput. 3, 0097 (2024).
- V. Kendon, Quantum computing using continuous-time evolution, Interface Focus 10, 20190143 (2020).
- A. M. Childs and J. Goldstone, Spatial search by quantum walk, Phys. Rev. A 70, 022314 (2004).
- S. Apers, S. Chakraborty, L. Novo, and J. Roland, Quadratic speedup for spatial search by continuous-time quantum walk, Phys. Rev. Lett. 129, 160502 (2022).
- A. Ambainis, Quantum walks and their algorithmic applications, Int. J. Quantum Inf. 01, 507 (2003).
- S. Chakraborty, L. Novo, and J. Roland, Optimality of spatial search via continuous-time quantum walks, Phys. Rev. A 102, 032214 (2020).
- A. Candeloro, C. Benedetti, M. G. Genoni, and M. G. A. Paris, Feedback-assisted quantum search by continuous-time quantum walks, Adv. Quantum Technol. 6, 2200093 (2022).
- O. Mülken and A. Blumen, Continuous-time quantum walks: Models for coherent transport on complex networks, Phys. Rep. 502, 37 (2011).
- O. Mülken, V. Pernice, and A. Blumen, Quantum transport on small-world networks: A continuous-time quantum walk approach, Phys. Rev. E 76, 051125 (2007).
- O. Mülken, A. Blumen, T. Amthor, C. Giese, M. Reetz-Lamour, and M. Weidemüller, Survival probabilities in coherent exciton transfer with trapping, Phys. Rev. Lett. 99, 090601 (2007).
- D. Ferracin, A. Mattioni, S. Olivares, F. Caycedo-Soler, and D. Tamascelli, Which-way interference within ringlike unit cells for efficient energy transfer, Phys. Rev. A 99, 062505 (2019).
- C. M. Maciel, C. F. O. Mendes, W. T. Strunz, and M. Galiceanu, Quantum transport on generalized scale-free networks, Phys. Rev. A 102, 032219 (2020).
- S. Finocchiaro, G. O. Luilli, G. Benenti, M. G. A. Paris, and L. Razzoli, Optimal quantum transport on a ring via locally monitored chiral quantum walks, Phys. Rev. E 112, 054142 (2025).
- I. Gianani and C. Benedetti, Multiparameter estimation of continuous-time quantum walk hamiltonians through machine learning, AVS Quantum Sci. 5, 014405 (2023).
- C. Benedetti and I. Gianani, Identifying network topologies via quantum walk distributions, AVS Quantum Sci. 6, 014412 (2024).
- C. J. Campbell, M. Mackinnon, M. Paternostro, and D. A. Chisholm, Inferring quantum network topologies using genetic optimization of indirect measurements, AVS Quantum Sci. 7, 034403 (2025).
- F. Romeo and J. Settino, Probing graph topology from local quantum measurements, Quantum Sci. Technol. 11, 01LT01 (2026).
- H. B. Perets, Y. Lahini, F. Pozzi, M. Sorel, R. Morandotti, and Y. Silberberg, Realization of quantum walks with negligible decoherence in waveguide lattices, Phys. Rev. Lett. 100, 170506 (2008).
- A. Peruzzo, M. Lobino, J. C. F. Matthews, N. Matsuda, A. Politi, K. Poulios, X.-Q. Zhou, Y. Lahini, N. Ismail, K. Wörhoff, Y. Bromberg, Y. Silberberg, M. G. Thompson, and J. L. OBrien, Quantum walks of correlated photons, Science 329, 1500 (2010).
- D. N. Biggerstaff, R. Heilmann, A. A. Zecevik, M. Gräfe, M. A. Broome, A. Fedrizzi, S. Nolte, A. Szameit, A. G. White, and I. Kassal, Enhancing coherent transport in a photonic network using controllable decoherence, Nat. Commun. 7, 11282 (2016).
- F. Caruso, A. Crespi, A. G. Ciriolo, F. Sciarrino, and R. Osellame, Fast escape of a quantum walker from an integrated photonic maze, Nat. Commun. 7, 11682 (2016).
- C. Benedetti, D. Tamascelli, M. G. A. Paris, and A. Crespi, Quantum spatial search in two-dimensional waveguide arrays, Phys. Rev. Appl. 16, 054036 (2021).
- M. Tamura, T. Mukaiyama, and K. Toyoda, Quantum walks of a phonon in trapped ions, Phys. Rev. Lett. 124, 200501 (2020).
- J. Böhm, M. Bellec, F. Mortessagne, U. Kuhl, S. Barkhofen, S. Gehler, H.-J. Stöckmann, I. Foulger, S. Gnutzmann, and G. Tanner, Microwave experiments simulating quantum search and directed transport in artificial graphene, Phys. Rev. Lett. 114, 110501 (2015).
- K. Wang, Y. Shi, L. Xiao, J. Wang, Y. N. Joglekar, and P. Xue, Experimental realization of continuous-time quantum walks on directed graphs and their application in PageRank, Optica 7, 1524 (2020).
- P. Imany, N. B. Lingaraju, M. S. Alshaykh, D. E. Leaird, and A. M. Weiner, Probing quantum walks through coherent control of high-dimensionally entangled photons, Sci. Adv. 6, eaba8066 (2020).
- N. Konno, Limit theorem for continuous-time quantum walk on the line, Phys. Rev. E 72, 026113 (2005).
- A. J. Bessen, Distributions of continuous-time quantum walks, arXiv:quant-ph/0609128.
- K. Mallick, Continuous-time quantum walks, Lecture notes presented at Zakopane School, 2019, zakopane (Indico).
- V. Gualtieri, C. Benedetti, and M. G. A. Paris, Quantum-classical dynamical distance and quantumness of quantum walks, Phys. Rev. A 102, 012201 (2020).
- D. de Falco and D. Tamascelli, Quantum walks: A Markovian perspective, in SOFSEM 2008: Theory and Practice of Computer Science, edited by V. Geffert, J. Karhumäki, A. Bertoni, B. Preneel, P. Návrat, and M. Bieliková, Lecture Notes in Computer Science Vol. 4910 (Springer, Berlin, Heidelberg, 2008), pp. 519–530.
- M. Montero, Classical-like behavior in quantum walks with inhomogeneous, time-dependent coin operators, Phys. Rev. A 93, 062316 (2016).
- M. Montero, Quantum and random walks as universal generators of probability distributions, Phys. Rev. A 95, 062326 (2017).
- M. G. Andrade, F. de Lima Marquezino, and D. R. Figueiredo, On the equivalence between quantum and random walks on finite graphs, Quantum Inf. Proc. 19417 (2020).
- A. J. Leggett and A. Garg, Quantum mechanics versus macroscopic realism: Is the flux there when nobody looks?, Phys. Rev. Lett. 54, 857 (1985).
- A. J. Leggett, Testing the limits of quantum mechanics: motivation, state of play, prospects, J. Phys.: Condens. Matter 14, R415 (2002).
- C. Emary, N. Lambert, and F. Nori, Leggett-Garg inequalities, Rep. Prog. Phys. 77, 016001 (2014).
- J. J. Halliwell, Leggett-Garg tests of macrorealism: Checks for noninvasiveness and generalizations to higher-order correlators, Phys. Rev. A 99, 022119 (2019).
- G. Vitagliano and C. Budroni, Leggett-garg macrorealism and temporal correlations, Phys. Rev. A 107, 040101 (2023).
- W. Feller, An Introduction to Probability Theory and Its Applications (Wiley, New York, 1971).
- A. Smirne, D. Egloff, M. García Díaz, M. B. Plenio, and S. F. Huelga, Coherence and non-classicality of quantum Markov processes, Quantum Sci. Technol. 4, 01LT01 (2019).
- P. Strasberg and M. G. Díaz, Classical quantum stochastic processes, Phys. Rev. A 100, 022120 (2019).
- S. Milz, D. Egloff, P. Taranto, T. Theurer, M. B. Plenio, A. Smirne, and S. F. Huelga, When is a non-Markovian quantum process classical?, Phys. Rev. X 10, 041049 (2020).
- D. Lonigro and D. Chruściński, On the classicality of quantum dephasing processes, Front. Quantum Sci. Technol. 1, 1090022 (2022).
- P. Strasberg, Classicality with(out) decoherence: Concepts, relation to Markovianity, and a random matrix theory approach, SciPost Phys. 15, 024 (2023).
- P. Szańkowski and Ł. Cywiński, Objectivity of classical quantum stochastic processes, Quantum 8, 1390 (2024).
- A. A. Budini, Superclassical non-Markovian open quantum dynamics, Phys. Rev. A 111, 052202 (2025).
- C. Robens, W. Alt, D. Meschede, C. Emary, and A. Alberti, Ideal negative measurements in quantum walks disprove theories based on classical trajectories, Phys. Rev. X 5, 011003 (2015).
- T. Nitsche, S. Barkhofen, R. Kruse, L. Sansoni, M. Štefaňák, A. Gábris, V. Potoček, T. Kiss, I. Jex, and C. Silberhorn, Probing measurement-induced effects in quantum walks via recurrence, Sci. Adv. 4, eaar6444 (2018).
- A. Smirne, T. Nitsche, D. Egloff, S. Barkhofen, S. De, I. Dhand, C. Silberhorn, S. F. Huelga, and M. B. Plenio, Experimental control of the degree of non-classicality via quantum coherence, Quantum Sci. Technol. 5, 04LT01 (2020).
- H.-P. Breuer and F. Petruccione, The Theory of Open Quantum Systems (Oxford University Press, Oxford, 2002).
- V. Gorini, A. Kossakowski, and E. C. G. Sudarshan, Completely positive dynamical semigroups of -level systems, J. Math. Phys. 17, 821 (1976).
- G. Lindblad, On the generators of quantum dynamical semigroups, Commun. Math. Phys. 48, 119 (1976).
- M. Lax, Quantum noise. XI. Multitime correspondence between quantum and classical stochastic processes, Phys. Rev. 172, 350 (1968).
- S. Swain, Master equation derivation of quantum regression theorem, J. Phys. A: Math. Gen. 14, 2577 (1981).
- H. J. Carmichael, An Open Systems Approach to Quantum Optics, Lecture Notes in Physics Vol. 18 (Springer, Berlin, 1993).
- G. Guarnieri, A. Smirne, and B. Vacchini, Quantum regression theorem and non-Markovianity of quantum dynamics, Phys. Rev. A 90, 022110 (2014).
- B. J. Olson, S. W. Shaw, C. Shi, C. Pierre, and R. G. Parker, Circulant matrices and their application to vibration analysis, Appl. Mech. Rev. 66, 040803 (2014).
- H. Haken and G. Strobl, An exact solvable model for coherent and incoherent excitation motion, Z. Phys. 262, 135 (1973).
- G. J. Milburn, Intrinsic decoherence in quantum mechanics, Phys. Rev. A 44, 5401 (1991).
- A. W. Chin et al., Noise-assisted energy transfer in quantum networks and light-harvesting complexes, New J. Phys. 12, 065002 (2010).
- K. M. Gaab and C. J. Bardeen, The effects of connectivity, coherence, and trapping on energy transfer in simple light-harvesting systems studied using the Haken-Strobl model with diagonal disorder, J. Chem. Phys. 121, 7813 (2004).
- A. G. Catalano, F. Mattiotti, J. Dubail, D. Hagenmüller, T. Prosen, F. Franchini, and G. Pupillo, Anomalous diffusion in the long-range Haken-Strobl-Reineker model, Phys. Rev. Lett. 131, 053401 (2023).
- G. Bressanini, C. Benedetti, and M. Paris, Decoherence and classicalization of continuous-time quantum walks on graphs, Quantum Inf. Proc. 21, 317 (2022).
- K. Kimm and H.-H. Kwon, Decoherence of the quantum gate in Milburn's model of decoherence, Phys. Rev. A 65, 022311 (2002).
- M. Alenezi, N. Zidan, A. Alhashash, and A. U. Rahman, Quantum Fisher information dynamics in the presence of intrinsic decoherence, Int. J. Theor Phys. 61, 153 (2022).
- A.-S. F. Obada et al., The effect of intrinsic decoherence on the dynamics of an -type qutrit system interacting with a coherent field, Phys. Scr. 98, 075106 (2023).
- M. Frigerio, C. Benedetti, S. Olivares, and M. G. A. Paris, Quantum-classical distance as a tool to design optimal chiral quantum walks, Phys. Rev. A 105, 032425 (2022).
- L. Li, M. J. Hall, and H. M. Wiseman, Concepts of quantum non-Markovianity: A hierarchy, Phys. Rep. 759, 1 (2018).
- O. Mülken and A. Blumen, Spacetime structures of continuous-time quantum walks, Phys. Rev. E 71, 036128 (2005).
- P. P. Nath, D. Saha, D. Home, and U. Sinha, Single-system-based generation of certified randomness using Leggett-Garg inequality, Phys. Rev. Lett. 133, 020802 (2024).
- B. E. Szigeti, G. Homa, Z. Zimboras, and N. Barankai, Short time behavior of continuous time quantum walks on graphs, Phys. Rev. A 100, 062320 (2019).
- M. A. Nielsen and I. L. Chuang, Quantum Computation and Quantum Information, 10th ed. (Cambridge University Press, Cambridge, UK, 2010).
- I. Bardet and C. Rouzé, Hypercontractivity and logarithmic sobolev inequality for non-primitive quantum Markov semigroups and estimation of decoherence rates, Ann. Henri Poincaré 23, 3839 (2022).