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Effective Floquet Lindblad generators from spectral unwinding
Phys. Rev. A 111, 062216 – Published 25 June, 2025
DOI: https://doi.org/10.1103/x2qh-12gg
Abstract
A mathematical description of the reduced dynamics of an open quantum system can often be given in terms of a completely positive and trace-preserving map, also known as a quantum channel. In a seminal work by Wolf et al. [Phys. Rev. Lett. 101, 150402 (2008)], it was shown that deciding whether a given quantum channel was generated from an underlying effective Markovian dynamics, with time-independent generator of Lindblad form, is generally an NP-hard problem. The difficulty is related to the fact that one has to search through all possible branches of the operator logarithm of the map in order to identify if any of the resulting effective generators is of Lindblad form. In this work we show that in cases where one has access to the full reduced dynamics at all previous times (the dynamical map) one can significantly facilitate the search for an effective generator by making use of Floquet theory. By performing a spectral unwinding such that the effective micromotion is minimized, the effective Floquet generator is often an excellent candidate for an effective generator of Lindblad form. This significantly reduces the complexity of the search for an effective Lindbladian in many (though not all) cases. Our results are relevant for engineering Floquet Lindbladians in complex many-body systems.
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References (62)
- E. Altman, K. R. Brown, G. Carleo, L. D. Carr, E. Demler, C. Chin, B. DeMarco, S. E. Economou, M. A. Eriksson, K.-M. C. Fu, M. Greiner, K. R. A. Hazzard, R. G. Hulet, A. J. Kollár, B. L. Lev, M. D. Lukin, R. Ma, X. Mi, S. Misra, C. Monroe et al., Quantum simulators: Architectures and opportunities, PRX Quantum 2, 017003 (2021).
- J. Preskill, Quantum computing in the NISQ era and beyond, Quantum 2, 79 (2018).
- M. Aidelsburger, M. Atala, S. Nascimbène, S. Trotzky, Y.-A. Chen, and I. Bloch, Experimental realization of strong effective magnetic fields in an optical lattice, Phys. Rev. Lett. 107, 255301 (2011).
- M. Aidelsburger, M. Atala, M. Lohse, J. T. Barreiro, B. Paredes, and I. Bloch, Realization of the Hofstadter Hamiltonian with ultracold atoms in optical lattices, Phys. Rev. Lett. 111, 185301 (2013).
- N. Goldman, J. Dalibard, M. Aidelsburger, and N. R. Cooper, Periodically-driven quantum matter: The case of resonant modulations, Phys. Rev. A 91, 033632 (2015).
- A. Eckardt, Colloquium: Atomic quantum gases in periodically driven optical lattices, Rev. Mod. Phys. 89, 011004 (2017).
- L. W. Clark, N. Schine, C. Baum, N. Jia, and J. Simon, Observation of Laughlin states made of light, Nature (London) 582, 41 (2020).
- D. Jafferis, A. Zlokapa, J. D. Lykken, D. K. Kolchmeyer, S. I. Davis, N. Lauk, H. Neven, and M. Spiropulu, Traversable wormhole dynamics on a quantum processor, Nature (London) 612, 51 (2022).
- K. J. Satzinger, Y.-J. Liu, A. Smith, C. Knapp, M. Newman, C. Jones, Z. Chen, C. Quintana, X. Mi, A. Dunsworth, C. Gidney, I. Aleiner, F. Arute, K. Arya, J. Atalaya, R. Babbush, J. C. Bardin, R. Barends, J. Basso, A. Bengtsson et al., Realizing topologically ordered states on a quantum processor, Science 374, 1237 (2021).
- R. N. Tazhigulov, S.-N. Sun, R. Haghshenas, H. Zhai, A. T. K. Tan, N. C. Rubin, R. Babbush, A. J. Minnich, and G. K.-L. Chan, Simulating models of challenging correlated molecules and materials on the sycamore quantum processor, PRX Quantum 3, 040318 (2022).
- J. Léonard, S. Kim, J. Kwan, P. Segura, F. Grusdt, C. Repellin, N. Goldman, and M. Greiner, Realization of a fractional quantum Hall state with ultracold atoms, Nature (London) 619, 495 (2023).
- J. Kwan, P. Segura, Y. Li, S. Kim, A. V. Gorshkov, A. Eckardt, B. Bakkali-Hassani, and M. Greiner, Realization of 1D anyons with arbitrary statistical phase, Science 386, 1055 (2024).
- T. I. Andersen, Y. D. Lensky, K. Kechedzhi, I. K. Drozdov, A. Bengtsson, S. Hong, A. Morvan, X. Mi, A. Opremcak, R. Acharya, R. Allen, M. Ansmann, F. Arute, K. Arya, A. Asfaw, J. Atalaya, R. Babbush, D. Bacon, J. C. Bardin, G. Bortoli et al., Non-Abelian braiding of graph vertices in a superconducting processor, Nature (London) 618, 264 (2023).
- R. Acharya, I. Aleiner, R. Allen, T. I. Andersen, M. Ansmann, F. Arute, K. Arya, A. Asfaw, J. Atalaya, R. Babbush, D. Bacon, J. C. Bardin, J. Basso, A. Bengtsson, S. Boixo, G. Bortoli, A. Bourassa, J. Bovaird, L. Brill, M. Broughton et al., Suppressing quantum errors by scaling a surface code logical qubit, Nature (London) 614, 676 (2023).
- D. Bluvstein, S. J. Evered, A. A. Geim, S. H. Li, H. Zhou, T. Manovitz, S. Ebadi, M. Cain, M. Kalinowski, D. Hangleiter, J. P. B. Ataides, N. Maskara, I. Cong, X. Gao, P. S. Rodriguez, T. Karolyshyn, G. Semeghini, M. J. Gullans, M. Greiner, V. Vuletić et al., Logical quantum processor based on reconfigurable atom arrays, Nature (London) 626, 58 (2024).
- R. Acharya et al. (Google Quantum AI and Collaborators), Quantum error correction below the surface code threshold, Nature (London) 638, 920 (2025).
- S. Xu, Z.-Z. Sun, K. Wang, H. Li, Z. Zhu, H. Dong, J. Deng, X. Zhang, J. Chen, Y. Wu, C. Zhang, F. Jin, X. Zhu, Y. Gao, A. Zhang, N. Wang, Y. Zou, Z. Tan, F. Shen, J. Zhong et al., Non-Abelian braiding of Fibonacci anyons with a superconducting processor, Nat. Phys. 20, 1469 (2024).
- C. Wang, F.-M. Liu, M.-C. Chen, H. Chen, X.-H. Zhao, C. Ying, Z.-X. Shang, J.-W. Wang, Y.-H. Huo, C.-Z. Peng, X. Zhu, C.-Y. Lu, and J.-W. Pan, Realization of fractional quantum Hall state with interacting photons, Science 384, 579 (2024).
- M. Bukov, L. D'Alessio, and A. Polkovnikov, Universal high-frequency behavior of periodically driven systems: From dynamical stabilization to Floquet engineering, Adv. Phys. 64, 139 (2015).
- A. Eckardt and E. Anisimovas, High-frequency approximation for periodically driven quantum systems from a Floquet-space perspective, New J. Phys. 17, 093039 (2015).
- H. Zhao, F. Mintert, R. Moessner, and J. Knolle, Random multipolar driving: Tunably slow heating through spectral engineering, Phys. Rev. Lett. 126, 040601 (2021).
- M. Suzuki, Relationship between -dimensional quantal spin systems and ( + 1)-dimensional Ising systems: Equivalence, critical exponents and systematic approximants of the partition function and spin correlations, Prog. Theor. Phys. 56, 1454 (1976).
- W. Chen, M. Abbasi, B. Ha, S. Erdamar, Y. N. Joglekar, and K. W. Murch, Decoherence-induced exceptional points in a dissipative superconducting qubit, Phys. Rev. Lett. 128, 110402 (2022).
- N. Wiebe, D. Berry, P. Høyer, and B. C. Sanders, Higher order decompositions of ordered operator exponentials, J. Phys. A: Math. Theor. 43, 065203 (2010).
- L. M. Sieberer, T. Olsacher, A. Elben, M. Heyl, P. Hauke, F. Haake, and P. Zoller, Digital quantum simulation, Trotter errors, and quantum chaos of the kicked top, npj Quantum Inf. 5, 78 (2019).
- A. M. Childs, Y. Su, M. C. Tran, N. Wiebe, and S. Zhu, Theory of Trotter error with commutator scaling, Phys. Rev. X 11, 011020 (2021).
- L. Pastori, T. Olsacher, C. Kokail, and P. Zoller, Characterization and verification of trotterized digital quantum simulation via Hamiltonian and Liouvillian learning, PRX Quantum 3, 030324 (2022).
- H. Zhao, A. Chen, S.-W. Liu, M. Bukov, M. Heyl, and R. Moessner, Learning effective Hamiltonians for adaptive time-evolution quantum algorithms, arXiv:2406.06198.
- H. Zhao, M. Bukov, M. Heyl, and R. Moessner, Adaptive trotterization for time-dependent Hamiltonian quantum dynamics using piecewise conservation laws, Phys. Rev. Lett. 133, 010603 (2024).
- M. Bukov and A. Polkovnikov, Stroboscopic versus nonstroboscopic dynamics in the Floquet realization of the Harper-Hofstadter Hamiltonian, Phys. Rev. A 90, 043613 (2014).
- N. Fläschner, B. S. Rem, M. Tarnowski, D. Vogel, D.-S. Lühmann, K. Sengstock, and C. Weitenberg, Experimental reconstruction of the Berry curvature in a Floquet Bloch band, Science 352, 1091 (2016).
- M. Aidelsburger, Artificial gauge fields and topology with ultracold atoms in optical lattices, J. Phys. B: At. Mol. Opt. Phys. 51, 193001 (2018).
- K. Wintersperger, C. Braun, F. N. Ünal, A. Eckardt, M. D. Liberto, N. Goldman, I. Bloch, and M. Aidelsburger, Realization of an anomalous Floquet topological system with ultracold atoms, Nat. Phys. 16, 1058 (2020).
- F. Petiziol, M. Sameti, S. Carretta, S. Wimberger, and F. Mintert, Quantum simulation of three-body interactions in weakly driven quantum systems, Phys. Rev. Lett. 126, 250504 (2021).
- F. Petiziol, Non-Abelian anyons in periodically driven Abelian spin liquids, Phys. Rev. Lett. 133, 036601 (2024).
- B.-Y. Sun, N. Goldman, M. Aidelsburger, and M. Bukov, Engineering and probing non-Abelian chiral spin liquids using periodically driven ultracold atoms, PRX Quantum 4, 020329 (2023).
- N. Goldman, O. K. Diessel, L. Barbiero, M. Prüfer, M. Di Liberto, and L. P. Gavensky, Floquet-engineered nonlinearities and controllable pair-hopping processes: From optical Kerr cavities to correlated quantum matter, PRX Quantum 4, 040327 (2023).
- F. Petiziol, S. Wimberger, A. Eckardt, and F. Mintert, Nonperturbative Floquet engineering of the toric-code Hamiltonian and its ground state, Phys. Rev. B 109, 075126 (2024).
- D. Poilblanc, M. Mambrini, and N. Goldman, Floquet dynamical chiral spin liquid at finite frequency, arXiv:2409.04892.
- F. Haddadfarshi, J. Cui, and F. Mintert, Completely positive approximate solutions of driven open quantum systems, Phys. Rev. Lett. 114, 130402 (2015).
- A. Schnell, A. Eckardt, and S. Denisov, Is there a Floquet Lindbladian? Phys. Rev. B 101, 100301(R) (2020).
- A. Schnell, S. Denisov, and A. Eckardt, High-frequency expansions for time-periodic Lindblad generators, Phys. Rev. B 104, 165414 (2021).
- T. Mori, Floquet states in open quantum systems, Annu. Rev. Condens. Matter Phys. 14, 35 (2023).
- K. Mizuta, Nonequilibrium quantum many-body phenomena in floquet systems, Ph.D. thesis, Kyoto University, 2022.
- Y.-A. Chen, A. M. Childs, M. Hafezi, Z. Jiang, H. Kim, and Y. Xu, Efficient product formulas for commutators and applications to quantum simulation, Phys. Rev. Res. 4, 013191 (2022).
- D. Kolisnyk, F. Queißer, G. Schaller, and R. Schützhold, Floquet analysis of a superradiant many-qutrit refrigerator, Phys. Rev. Appl. 21, 044050 (2024).
- S. Khandelwal, W. Chen, K. W. Murch, and G. Haack, Chiral Bell-state transfer via dissipative Liouvillian dynamics, Phys. Rev. Lett. 133, 070403 (2024).
- M. Hartmann, D. Poletti, M. Ivanchenko, S. Denisov, and P. Hänggi, Asymptotic Floquet states of open quantum systems: The role of interaction, New J. Phys. 19, 083011 (2017).
- C. M. Dai, H. Li, W. Wang, and X. X. Yi, Generalized Floquet theory for open quantum systems, arXiv:1707.05030.
- K. Mizuta, K. Takasan, and N. Kawakami, Breakdown of Markovianity by interactions in stroboscopic Floquet-Lindblad dynamics under high-frequency drive, Phys. Rev. A 103, L020202 (2021).
- T. Ikeda, K. Chinzei, and M. Sato, Nonequilibrium steady states in the Floquet-Lindblad systems: Van Vleck's high-frequency expansion approach, SciPost Physics Core 4, 033 (2021).
- G. Cemin, M. Cech, E. Weiss, S. Soltan, D. Braun, I. Lesanovsky, and F. Carollo, Machine learning of quantum channels on NISQ devices, Phys. Rev. A 110, 052418 (2024).
- T. S. Cubitt, J. Eisert, and M. M. Wolf, The complexity of relating quantum channels to master equations, Commun. Math. Phys. 310, 383 (2012).
- M. M. Wolf, J. Eisert, T. S. Cubitt, and J. I. Cirac, Assessing non-Markovian quantum dynamics, Phys. Rev. Lett. 101, 150402 (2008).
- G. Lindblad, On the generators of quantum dynamical semigroups, Commun. Math. Phys. 48, 119 (1976).
- V. Gorini, A. Kossakowski, and E. C. G. Sudarshan, Completely positive dynamical semigroups of N-level systems, J. Math. Phys. 17, 821 (1976).
- V. Volokitin, I. Meyerov, and S. Denisov, Machine learning approach to the Floquet–Lindbladian problem, Chaos 32, 043117 (2022).
- F. N. Ünal, B. Seradjeh, and A. Eckardt, How to directly measure Floquet topological invariants in optical lattices, Phys. Rev. Lett. 122, 253601 (2019).
- H. Chen, Y.-M. Hu, W. Zhang, M. A. Kurniawan, Y. Shao, X. Chen, A. Prem, and X. Dai, Periodically driven open quantum systems: Spectral properties and nonequilibrium steady states, Phys. Rev. B 109, 184309 (2024).
- M. Leskes, P. Madhu, and S. Vega, Floquet theory in solid-state nuclear magnetic resonance, Prog. Nucl. Magn. Reson. Spectrosc. 57, 345 (2010).
- H.-P. Breuer and F. Petruccione, The Theory of Open Quantum Systems (Oxford University Press, Oxford, UK, 2002).
- D. Chruściński, A. Kossakowski, and S. Pascazio, Long-time memory in non-Markovian evolutions, Phys. Rev. A 81, 032101 (2010).