- Letter
- Open Access
Spreading of correlations and entanglement in the long-range transverse Ising chain
Phys. Rev. Research 3, L012022 – Published 5 March, 2021
DOI: https://doi.org/10.1103/PhysRevResearch.3.L012022
Abstract
Whether long-range interactions allow for a form of causality in nonrelativistic quantum models remains an open question with far-reaching implications for the propagation of information and thermalization processes. Here, we study the out-of-equilibrium dynamics of the one-dimensional transverse Ising model with algebraic long-range exchange coupling. Using a state of the art tensor-network approach, complemented by analytic calculations and considering various observables, we show that a weak form of causality emerges, characterized by nonuniversal dynamical exponents. While the local spin and spin correlation causal edges are sub-ballistic, the causal region has a rich internal structure, which, depending on the observable, displays ballistic or superballistic features. In contrast, the causal region of entanglement entropy is featureless and its edge is always ballistic, irrespective of the interaction range. Our results shed light on the propagation of information in long-range interacting lattice models and pave the way to future experiments, which are discussed.
Physics Subject Headings (PhySH)
Article Text
Supplemental Material
References (85)
- T. Dauxois, S. Ruffo, E. Arimondo, and M. Wilkens (eds.), Dynamics and Thermodynamics of Systems with Long Range Interactions, Lecture Notes in Physics (Springer-Verlag, Berlin/Heidelberg, 2002).
- M. Kastner, Nonequivalence of Ensembles for Long-Range Quantum Spin Systems in Optical Lattices, Phys. Rev. Lett. 104, 240403 (2010); Nonequivalence of ensembles in the Curie-Weiss anisotropic quantum Heisenberg model, J. Stat. Mech. (2010) P07006.
- N. D. Mermin and H. Wagner, Absence of Ferromagnetism or Antiferromagnetism in One- Or Two-Dimensional Isotropic Heisenberg Models, Phys. Rev. Lett. 17, 1133 (1966).
- P. C. Hohenberg, Existence of long-range order in one and two dimensions, Phys. Rev. 158, 383 (1967).
- D. Peter, S. Müller, S. Wessel, and H. P. Büchler, Anomalous Behavior of Spin Systems with Dipolar Interactions, Phys. Rev. Lett. 109, 025303 (2012).
- J. Eisert, M. Cramer, and M. B. Plenio, Colloquium: Area laws for the entanglement entropy, Rev. Mod. Phys. 82, 277 (2010).
- T. Koffel, M. Lewenstein, and L. Tagliacozzo, Entanglement Entropy for the Long-Range Ising Chain in a Transverse Field, Phys. Rev. Lett. 109, 267203 (2012).
- A. Cadarso, M. Sanz, M. M. Wolf, J. I. Cirac, and D. Pérez-García, Entanglement, fractional magnetization, and long-range interactions, Phys. Rev. B 87, 035114 (2013).
- J. Schachenmayer, B. P. Lanyon, C. F. Roos, and A. J. Daley, Entanglement Growth in Quench Dynamics with Variable Range Interactions, Phys. Rev. X 3, 031015 (2013).
- W. Thirring, Systems with negative specific heat, Z. Phys. 235, 339 (1970).
- I. Buluta and F. Nori, Quantum simulators, Science 326, 108 (2009).
- I. M. Georgescu, S. Ashhab, and F. Nori, Quantum simulation, Rev. Mod. Phys. 86, 153 (2014).
- J. I. Cirac and P. Zoller, Goals and opportunities in quantum simulation, Nat. Phys. 8, 264 (2012); I. Bloch, J. Dalibard, and S. Nascimbène, Quantum simulations with ultracold quantum gases, ibid. 8, 267 (2012); R. Blatt and C. F. Roos, Quantum simulations with trapped ions, ibid. 8, 277 (2012); A. Aspuru-Guzik and P. Walther, Photonic quantum simulators, ibid. 8, 285 (2012); A. A. Houck, H. E. Tureci, and J. Koch, On-chip quantum simulation with superconducting circuits, ibid. 8, 292 (2012).
- C. Gross and I. Bloch, Quantum simulations with ultracold atoms in optical lattices, Science 357, 995 (2017).
- L. Sanchez-Palencia, Quantum simulation: From basic principles to applications, C. R. Phys. 19, 357 (2018); L. Tarruell and L. Sanchez-Palencia, Quantum simulation of the Hubbard model with ultracold fermions in optical lattices, ibid. 19, 365 (2018); M. Aidelsburger, S. Nascimbene, and N. Goldman, Artificial gauge fields in materials and engineered systems, ibid. 19, 394 (2018); J. Lebreuilly and I. Carusotto, Quantum simulation of zero temperature quantum phases and incompressible states of light via non-Markovian reservoir engineering techniques, ibid. 19, 433 (2018); K. Le Hur, L. Henriet, L. Herviou, K. Plekhanov, A. Petrescu, T. Goren, M. Schiro, C. Mora, and P. P. Orth, Driven dissipative dynamics and topology of quantum impurity systems, ibid. 19, 451 (2018); M. Bell, B. Douçot, M. Gershenson, L. Ioffe, and A. Petkovic, Josephson ladders as a model system for 1d quantum phase transitions, ibid. 19, 484 (2018); F. Alet and N. Laflorencie, Many-body localization: An introduction and selected topics, ibid. 19, 498 (2018).
- X.-L. Deng, D. Porras, and J. I. Cirac, Effective spin quantum phases in systems of trapped ions, Phys. Rev. A 72, 063407 (2005).
- R. Islam, E. Edwards, K. Kim, S. Korenblit, C. Noh, H. Carmichael, G.-D. Lin, L.-M. Duan, C.-C. Joseph Wang, J. Freericks et al., Onset of a quantum phase transition with a trapped ion quantum simulator, Nat. Commun. 2, 377 (2011).
- B. P. Lanyon, C. Hempel, D. Nigg, M. Müller, R. Gerritsma, F. Zähringer, P. Schindler, J. T. Barreiro, M. Rambach, G. Kirchmair et al., Universal digital quantum simulation with trapped ions, Science 334, 57 (2011).
- C. Schneider, D. Porras, and T. Schaetz, Experimental quantum simulations of many-body physics with trapped ions, Rep. Prog. Phys. 75, 024401 (2012).
- A. Bermudez, L. Tagliacozzo, G. Sierra, and P. Richerme, Long-range Heisenberg models in quasiperiodically driven crystals of trapped ions, Phys. Rev. B 95, 024431 (2017).
- V. Bendkowsky, B. Butscher, J. Nipper, J. P. Shaffer, R. Löw, and T. Pfau, Observation of ultralong-range Rydberg molecules, Nature (London) 458, 1005 (2009).
- H. Weimer, M. Müller, I. Lesanovsky, P. Zoller, and H. P. Büchler, A Rydberg quantum simulator, Nat. Phys. 6, 382 (2010).
- P. Schausz, M. Cheneau, M. Endres, T. Fukuhara, S. Hild, A. Omran, T. Pohl, C. Gross, S. Kuhr, and I. Bloch, Observation of spatially ordered structures in a two-dimensional Rydberg gas, Nature (London) 491, 87 (2012).
- A. Browaeys, D. Barredo, and T. Lahaye, Experimental investigations of dipole-dipole interactions between a few Rydberg atoms, J. Phys. B: At. Mol. Opt. Phys. 49, 152001 (2016).
- A. Griesmaier, J. Werner, S. Hensler, J. Stuhler, and T. Pfau, Bose-Einstein Condensation of Chromium, Phys. Rev. Lett. 94, 160401 (2005).
- Q. Beaufils, R. Chicireanu, T. Zanon, B. Laburthe-Tolra, E. Maréchal, L. Vernac, J.-C. Keller, and O. Gorceix, All-optical production of chromium Bose-Einstein condensates, Phys. Rev. A 77, 061601 (2008).
- M. Lu, N. Q. Burdick, S. H. Youn, and B. L. Lev, Strongly Dipolar Bose-Einstein Condensate of Dysprosium, Phys. Rev. Lett. 107, 190401 (2011).
- S. Baier, M. J. Mark, D. Petter, K. Aikawa, L. Chomaz, Z. Cai, M. Baranov, P. Zoller, and F. Ferlaino, Extended Bose-Hubbard models with ultracold magnetic atoms, Science 352, 201 (2016).
- T. Lahaye, C. Menotti, L. Santos, M. Lewenstein, and T. Pfau, The physics of dipolar bosonic quantum gases, Rep. Prog. Phys. 72, 126401 (2009).
- A. Micheli, G. K. Brennen, and P. Zoller, A toolbox for lattice-spin models with polar molecules, Nat. Phys. 2, 341 (2006).
- B. Yan, S. A. Moses, B. Gadway, J. P. Covey, K. R. A. Hazzard, A. M. Rey, D. S. Jin, and J. Ye, Observation of dipolar spin-exchange interactions with lattice-confined polar molecules, Nature (London) 501, 521 (2013).
- S. A. Moses, J. P. Covey, M. T. Miecnikowski, D. S. Jin, and J. Ye, New frontiers for quantum gases of polar molecules, Nat. Phys. 13, 13 (2017).
- O. Firstenberg, T. Peyronel, Q.-Y. Liang, A. V. Gorshkov, M. D. Lukin, and V. Vuletic, Attractive photons in a quantum nonlinear medium, Nat. Phys. 502, 71 (2013).
- L. Childress, M. V. Gurudev Dutt, J. M. Taylor, A. S. Zibrov, F. Jelezko, J. Wrachtrup, P. R. Hemmer, and M. D. Lukin, Coherent dynamics of coupled electron and nuclear spin qubits in diamond, Science 314, 281 (2006).
- G. Balasubramanian, P. Neumann, D. Twitchen, M. Markham, R. Kolesov, N. Mizuochi, J. Isoya, J. Achard, J. Beck, J. Tissler et al., Ultralong spin coherence time in isotopically engineered diamond, Nat. Mater. 8, 383 (2009).
- F. Dolde, I. Jakobi, B. Naydenov, N. Zhao, S. Pezzagna, C. Trautmann, J. Meijer, P. Neumann, F. Jelezko, and J. Wrachtrup, Room-temperature entanglement between single defect spins in diamond, Nat. Phys. 9, 139 (2013).
- E. H. Lieb and D. W. Robinson, The finite group velocity of quantum spin systems, Commun. Math. Phys. 28, 251 (1972).
- M. B. Hastings and T. Koma, Spectral gap and exponential decay of correlations, Commun. Math. Phys. 265, 781 (2006).
- P. Calabrese and J. Cardy, Time Dependence of Correlation Functions Following a Quantum Quench, Phys. Rev. Lett. 96, 136801 (2006).
- M. Cheneau, P. Barmettler, D. Poletti, M. Endres, P. Schauss, T. Fukuhara, C. Gross, I. Bloch, C. Kollath, and S. Kuhr, Light-cone-like spreading of correlations in a quantum many-body system, Nature (London) 481, 484 (2012).
- T. Fukuhara, P. Schausz, M. Endres, S. Hild, M. Cheneau, I. Bloch, and C. Gross, Microscopic observation of magnon bound states and their dynamics, Nature (London) 502, 76 (2013).
- R. Geiger, T. Langen, I. E. Mazets, and J. Schmiedmayer, Local relaxation and light-cone-like propagation of correlations in a trapped one-dimensional Bose gas, New J. Phys. 16, 053034 (2014).
- A. M. Läuchli and C. Kollath, Spreading of correlations and entanglement after a quench in the one-dimensional Bose–Hubbard model, J. Stat. Mech. (2008) P05018.
- S. R. Manmana, S. Wessel, R. M. Noack, and A. Muramatsu, Time evolution of correlations in strongly interacting fermions after a quantum quench, Phys. Rev. B 79, 155104 (2009).
- P. Barmettler, D. Poletti, M. Cheneau, and C. Kollath, Propagation front of correlations in an interacting Bose gas, Phys. Rev. A 85, 053625 (2012).
- G. Carleo, F. Becca, L. Sanchez-Palencia, S. Sorella, and M. Fabrizio, Light-cone effect and supersonic correlations in one- and two-dimensional bosonic superfluids, Phys. Rev. A 89, 031602(R) (2014).
- J. Despres, L. Villa, and L. Sanchez-Palencia, Twofold correlation spreading in a strongly correlated lattice Bose gas, Sci. Rep. 9, 4135 (2019).
- L. Villa, J. Despres, and L. Sanchez-Palencia, Unraveling the excitation spectrum of many-body systems from quantum quenches, Phys. Rev. A 100, 063632 (Dec 2019).
- L. Villa, J. Despres, S. J. Thomson, and L. Sanchez-Palencia, Local quench spectroscopy of many-body quantum systems, Phys. Rev. A 102, 033337 (2020).
- P. Hauke and L. Tagliacozzo, Spread of Correlations in Long-Range Interacting Quantum Systems, Phys. Rev. Lett. 111, 207202 (2013).
- J. Eisert, M. van den Worm, S. R. Manmana, and M. Kastner, Breakdown of Quasilocality in Long-Range Quantum Lattice Models, Phys. Rev. Lett. 111, 260401 (2013).
- M. Foss-Feig, Z.-X. Gong, C. W. Clark, and A. V. Gorshkov, Nearly Linear Light Cones in Long-Range Interacting Quantum Systems, Phys. Rev. Lett. 114, 157201 (2015).
- D. V. Else, F. Machado, C. Nayak, and N. Y. Yao, Improved Lieb-Robinson bound for many-body Hamiltonians with power-law interactions, Phys. Rev. A 101, 022333 (2020).
- L. Cevolani, G. Carleo, and L. Sanchez-Palencia, Spreading of correlations in exactly solvable quantum models with long-range interactions in arbitrary dimensions, New J. Phys. 18, 093002 (2016).
- C.-F. Chen and A. Lucas, Finite Speed of Quantum Scrambling with Long Range Interactions, Phys. Rev. Lett. 123, 250605 (2019).
- M. C. Tran, C.-F. Chen, A. Ehrenberg, A. Y. Guo, A. Deshpande, Y. Hong, Z.-X. Gong, A. V. Gorshkov, and A. Lucas, Hierarchy of Linear Light Cones with Long-Range Interactions, Phys. Rev. X 10, 031009 (2020).
- T. Kuwahara and K. Saito, Strictly Linear Light Cones in Long-Range Interacting Systems of Arbitrary Dimensions, Phys. Rev. X 10, 031010 (2020).
- L. Cevolani, G. Carleo, and L. Sanchez-Palencia, Protected quasi-locality in quantum systems with long-range interactions, Phys. Rev. A 92, 041603(R) (2015).
- J. Schachenmayer, A. Pikovski, and A. M. Rey, Dynamics of correlations in two-dimensional quantum spin models with long-range interactions: A phase-space Monte-Carlo study, New J. Phys. 17, 065009 (2015).
- A. S. Buyskikh, M. Fagotti, J. Schachenmayer, F. Essler, and A. J. Daley, Entanglement growth and correlation spreading with variable-range interactions in spin and fermionic tunneling models, Phys. Rev. A 93, 053620 (2016).
- D. J. Luitz and Y. Bar Lev, Emergent locality in systems with power-law interactions, Phys. Rev. A 99, 010105(R) (2019).
- L. Colmenarez and D. J. Luitz, Lieb-Robinson bounds and out-of-time order correlators in a long-range spin chain, Phys. Rev. Research 2, 043047 (2020).
- L. Cevolani, J. Despres, G. Carleo, L. Tagliacozzo, and L. Sanchez-Palencia, Universal scaling laws for correlation spreading in quantum systems with short- and long-range interactions, Phys. Rev. B 98, 024302 (2018).
- P. Richerme, Z.-X. Gong, A. Lee, C. Senko, J. Smith, M. Foss-Feig, S. Michalakis, A. V. Gorshkov, and C. Monroe, Non-local propagation of correlations in quantum systems with long-range interactions, Nature (London) 511, 198 (2014).
- P. Jurcevic, B. P. Lanyon, P. Hauke, C. Hempel, P. Zoller, R. Blatt, and C. F. Roos, Quasiparticle engineering and entanglement propagation in a quantum many-body system, Nature (London) 511, 202 (2014).
- D. Jaksch, J. I. Cirac, P. Zoller, S. L. Rolston, R. Côté, and M. D. Lukin, Fast Quantum Gates for Neutral Atoms, Phys. Rev. Lett. 85, 2208 (2000).
- M. D. Lukin, M. Fleischhauer, R. Cote, L. M. Duan, D. Jaksch, J. I. Cirac, and P. Zoller, Dipole Blockade and Quantum Information Processing in Mesoscopic Atomic Ensembles, Phys. Rev. Lett. 87, 037901 (2001).
- M. F. Maghrebi, Z.-X. Gong, M. Foss-Feig, and A. V. Gorshkov, Causality and quantum criticality in long-range lattice models, Phys. Rev. B 93, 125128 (2016).
- J. Haegeman, B. Pirvu, D. J. Weir, J. I. Cirac, T. J. Osborne, H. Verschelde, and F. Verstraete, Variational matrix product ansatz for dispersion relations, Phys. Rev. B 85, 100408 (2012).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevResearch.3.L012022 for details on the method for determining the correlation, spin, and entanglement edges, the spreading of spin correlations along the direction as well as strong quenches, and the LSWT for the spreading of the local magnetization and entanglement entropies; see also Refs. [84, 85].
- The von Neumann entropy also reads as .
- V. Alba and P. Calabrese, Entanglement and thermodynamics after a quantum quench in integrable systems, Proc. Natl. Acad. Sci. USA 114, 7947 (2017).
- A. Bastianello and P. Calabrese, Spreading of entanglement and correlations after a quench with intertwined quasiparticles, SciPost Phys. 5, 033 (2018).
- P. Calabrese, Entanglement spreading in non-equilibrium integrable systems, SciPost Phys. Lect. Notes 20 (2020).
- A. Hurwitz, in Einige Eigenschaften der Dirichletschen Functionen , die bei der Bestimmung der Klassenanzahlen binärer quadratischer Formen auftreten (Springer Basel, Basel, 1932), pp. 72–88.
- W. Magnus, F. Oberhettinger, and R. P. Soni, The gamma function and related functions, in Formulas and Theorems for the Special Functions of Mathematical Physics (Springer, Berlin, Heidelberg, 1966), pp. 1–37.
- J. Zhang, G. Pagano, P. W. Hess, A. Kyprianidis, P. Becker, H. Kaplan, A. V. Gorshkov, Z.-X. Gong, and C. Monroe, Observation of a many-body dynamical phase transition with a 53-qubit quantum simulator, Nature (London) 551, 601 (2017).
- N. M. Linke, S. Johri, C. Figgatt, K. A. Landsman, A. Y. Matsuura, and C. Monroe, Measuring the Rényi entropy of a two-site Fermi-Hubbard model on a trapped ion quantum computer, Phys. Rev. A 98, 052334 (2018).
- T. Brydges, A. Elben, P. Jurcevic, B. Vermersch, C. Maier, B. P. Lanyon, P. Zoller, R. Blatt, and C. F. Roos, Probing Rényi entanglement entropy via randomized measurements, Science 364, 260 (2019).
- J. Vovrosh and J. Knolle, Confinement and entanglement dynamics on a digital quantum computer, arXiv:2001.03044.
- L. Yang and A. E. Feiguin, From deconfined spinons to coherent magnons in an antiferromagnetic Heisenberg chain with long range interactions, arXiv:2005.09086.
- L. Yang, P. Weinberg, and A. E. Feiguin, Quantum criticality in antiferromagnetic quantum spin ladders with long-range interactions, arXiv:2012.14908.
- M. Fishman, S. R. White, and E. M. Stoudenmire, The ITensor software library for tensor network calculations, arXiv:2007.14822.
- T. Holstein and H. Primakoff, Field dependence of the intrinsic domain magnetization of a ferromagnet, Phys. Rev. 58, 1098 (1940).
- N. Bogoliubov, On the theory of superfluidity, J. Phys. 11, 23 (1947).