- Letter
- Open Access
Quantum Rényi entropy by optimal thermodynamic integration paths
Phys. Rev. Research 4, L032002 – Published 5 July, 2022
DOI: https://doi.org/10.1103/PhysRevResearch.4.L032002
Abstract
Despite being a well-established operational approach to quantify entanglement, Rényi entropy calculations have been plagued by their computational complexity. We introduce here a theoretical framework based on an optimal thermodynamic integration scheme, where the Rényi entropy can be efficiently evaluated using regularizing paths. This approach avoids slowly convergent fluctuating contributions and leads to low-variance estimates. In this way, large system sizes and high levels of entanglement in model or first-principles Hamiltonians are within our reach. We demonstrate this approach in the one-dimensional quantum Ising model and perform an evaluation of entanglement entropy in the formic acid dimer, by discovering that its two shared protons are entangled even above room temperature.
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References (61)
- R. Horodecki, P. Horodecki, M. Horodecki, and K. Horodecki, Quantum entanglement, Rev. Mod. Phys. 81, 865 (2009).
- M. B. Hastings, I. González, A. B. Kallin, and R. G. Melko, Measuring Renyi Entanglement Entropy in Quantum Monte Carlo Simulations, Phys. Rev. Lett. 104, 157201 (2010).
- S. Humeniuk and T. Roscilde, Quantum Monte Carlo calculation of entanglement Rényi entropies for generic quantum systems, Phys. Rev. B 86, 235116 (2012).
- V. Alba, Out-of-equilibrium protocol for Renyi entropies via the Jarzynski equality, Phys. Rev. E 95, 062132 (2017).
- J. D'Emidio, Entanglement Entropy from Nonequilibrium Work, Phys. Rev. Lett. 124, 110602 (2020).
- R. P. White and H. Meirovitch, A simulation method for calculating the absolute entropy and free energy of fluids: Application to liquid argon and water, Proc. Natl. Acad. Sci. USA 101, 9235 (2004).
- H. Do and R. J. Wheatley, Density of states partitioning method for calculating the free energy of solids, J. Chem. Theory Comput. 9, 165 (2013).
- T. Lelievre, M. Rousset, and G. Stoltz, Free Energy Computations (Imperial College Press, London, 2010).
- D. J. Luitz, X. Plat, N. Laflorencie, and F. Alet, Improving entanglement and thermodynamic Rényi entropy measurements in quantum Monte Carlo, Phys. Rev. B 90, 125105 (2014).
- J. Preskill, Quantum Shannon theory, arXiv:1604.07450.
- T. M. Cover and J. A. Thomas, Elements of Information Theory, 2nd ed. (Wiley, Hoboken, NJ, 2005).
- R. Horodecki and M. Horodecki, Information-theoretic aspects of inseparability of mixed states, Phys. Rev. A 54, 1838 (1996).
- G. Vidal, J. I. Latorre, E. Rico, and A. Kitaev, Entanglement in Quantum Critical Phenomena, Phys. Rev. Lett. 90, 227902 (2003).
- P. Calabrese and J. Cardy, Entanglement entropy and quantum field theory, J. Stat. Mech. Theory Exp. (2004) P06002.
- M. M. Wolf, F. Verstraete, M. B. Hastings, and J. I. Cirac, Area Laws in Quantum Systems: Mutual Information and Correlations, Phys. Rev. Lett. 100, 070502 (2008).
- S. T. Flammia, A. Hamma, T. L. Hughes, and X. G. Wen, Topological Entanglement Rényi Entropy and Reduced Density Matrix Structure, Phys. Rev. Lett. 103, 261601 (2009).
- M. A. Metlitski, C. A. Fuertes, and S. Sachdev, Entanglement entropy in the model, Phys. Rev. B 80, 115122 (2009).
- R. R. P. Singh, M. B. Hastings, A. B. Kallin, and R. G. Melko, Finite-Temperature Critical Behavior of Mutual Information, Phys. Rev. Lett. 106, 135701 (2011).
- E. Romera and Á. Nagy, Rényi entropy and quantum phase transition in the Dicke model, Phys. Lett. A 375, 3066 (2011).
- C. M. Herdman, S. Inglis, P. N. Roy, R. G. Melko, and A. Del Maestro, Path-integral Monte Carlo method for Rényi entanglement entropies, Phys. Rev. E 90, 013308 (2014).
- A. Kitaev and J. Preskill, Topological Entanglement Entropy, Phys. Rev. Lett. 96, 110404 (2006).
- R. Islam, R. Ma, P. M. Preiss, M. E. Tai, A. Lukin, M. Rispoli, and M. Greiner, Measuring entanglement entropy in a quantum many-body system, Nature (London) 528, 77 (2015).
- L. D'Alessio, Y. Kafri, A. Polkovnikov, and M. Rigol, From quantum chaos and eigenstate thermalization to statistical mechanics and thermodynamics, Adv. Phys. 65, 239 (2016).
- R. Nandkishore and D. A. Huse, Many-body localization and thermalization in quantum statistical mechanics, Annu. Rev. Condens. Matter Phys. 6, 15 (2015).
- F. Alet and N. Laflorencie, Many-body localization: An introduction and selected topics, C. R. Phys. 19, 498 (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).
- C. M. Herdman, P. N. Roy, R. G. Melko, and A. Del Maestro, Particle entanglement in continuum many-body systems via quantum Monte Carlo, Phys. Rev. B 89, 140501(R) (2014).
- J. Zhao, Y.-c. Wang, Z. Yan, M. Cheng, and Z. Y. Meng, Scaling of Entanglement Entropy at Deconfined Quantum Criticality, Phys. Rev. Lett. 128, 010601 (2022).
- H. Fan, V. Korepin, and V. Roychowdhury, Entanglement in a Valence-Bond Solid State, Phys. Rev. Lett. 93, 227203 (2004).
- G. Refael and J. E. Moore, Entanglement Entropy of Random Quantum Critical Points in One Dimension, Phys. Rev. Lett. 93, 260602 (2004).
- F. Franchini, A. R. Its, and V. E. Korepin, Renyi entropy of the XY spin chain, J. Phys. A: Math. Theor. 41, 025302 (2008).
- B. Bertini, P. Kos, and T. Prosen, Entanglement Spreading in a Minimal Model of Maximal Many-Body Quantum Chaos, Phys. Rev. X 9, 021033 (2019).
- N. Schuch, M. M. Wolf, F. Verstraete, and J. I. Cirac, Entropy Scaling and Simulability by Matrix Product States, Phys. Rev. Lett. 100, 030504 (2008).
- G. Vidal, Class of Quantum Many-Body States That Can Be Efficiently Simulated, Phys. Rev. Lett. 101, 110501 (2008).
- G. Carleo and M. Troyer, Solving the quantum many-body problem with artificial neural networks, Science 355, 602 (2017).
- M. Ceriotti, J. Cuny, M. Parrinello, and D. E. Manolopoulos, Nuclear quantum effects and hydrogen bond fluctuations in water, Proc. Natl. Acad. Sci. USA 110, 15591 (2013).
- A. P. Drozdov, P. P. Kong, V. S. Minkov, S. P. Besedin, M. A. Kuzovnikov, S. Mozaffari, L. Balicas, F. F. Balakirev, D. E. Graf, V. B. Prakapenka, E. Greenberg, D. A. Knyazev, M. Tkacz, and M. I. Eremets, Superconductivity at 250 K in lanthanum hydride under high pressures, Nature (London) 569, 528 (2019).
- P. Kong, V. S. Minkov, M. A. Kuzovnikov, A. P. Drozdov, S. P. Besedin, S. Mozaffari, L. Balicas, F. F. Balakirev, V. B. Prakapenka, S. Chariton, D. A. Knyazev, E. Greenberg, and M. I. Eremets, Superconductivity up to 243 K in the yttrium-hydrogen system under high pressure, Nat. Commun. 12, 5075 (2021).
- A. P. Drozdov, M. I. Eremets, I. A. Troyan, V. Ksenofontov, and S. I. Shylin, Conventional superconductivity at 203 kelvin at high pressures in the sulfur hydride system, Nature (London) 525, 73 (2015).
- F. Fillaux, Quantum entanglement and nonlocal proton transfer dynamics in dimers of formic acid and analogues, Chem. Phys. Lett. 408, 302 (2005).
- S. Miura, M. E. Tuckerman, and M. L. Klein, An ab initio path integral molecular dynamics study of double proton transfer in the formic acid dimer, J. Chem. Phys. 109, 5290 (1998).
- S. D. Ivanov, I. M. Grant, and D. Marx, Quantum free energy landscapes from ab initio path integral metadynamics: Double proton transfer in the formic acid dimer is concerted but not correlated, J. Chem. Phys. 143, 124304 (2015).
- M. Ceriotti, W. Fang, P. G. Kusalik, R. H. McKenzie, A. Michaelides, M. A. Morales, and T. E. Markland, Nuclear quantum effects in water and aqueous systems: Experiment, theory, and current challenges, Chem. Rev. (Washington, DC) 116, 7529 (2016).
- O. Pusuluk, G. Torun, and C. Deliduman, Quantum entanglement shared in hydrogen bonds and its usage as a resource in molecular recognition, Mod. Phys. Lett. B 32, 1850308 (2018).
- L. Amico, R. Fazio, A. Osterloh, and V. Vedral, Entanglement in many-body systems, Rev. Mod. Phys. 80, 517 (2008).
- C. Kinz-Thompson and E. Conwell, Proton transfer in adenine-thymine radical cation embedded in B-form DNA, J. Phys. Chem. Lett. 1, 1403 (2010).
- D. M. Ceperley, Path integrals in the theory of condensed helium, Rev. Mod. Phys. 67, 279 (1995).
- M. Tuckerman, Statistical Mechanics: Theory and Molecular Simulation (Oxford University Press, New York, 2010).
- C. Chipot and A. Pohorille, Free Energy Calculations (Springer-Verlag, Berlin, 2007).
- C. H. Bennett, Efficient estimation of free energy differences from Monte Carlo data, J. Comput. Phys. 22, 245 (1976).
- P. Broecker and S. Trebst, Rényi entropies of interacting fermions from determinantal quantum Monte Carlo simulations, J. Stat. Mech.: Theory Exp. (2014) P08015.
- P. V. Buividovich and M. I. Polikarpov, Numerical study of entanglement entropy in SU(2) lattice gauge theory, Nucl. Phys. B 802, 458 (2008).
- See Supplemental Material at http://link.aps.org/supplemental/10.1103/PhysRevResearch.4.L032002 for additional information about the computational details for the quantum harmonic oscillator, the one-dimensional Ising model, and the ab initio calculations of the formic acid dimer. This includes Refs. [49, 54, 57, 58, 59, 60].
- G. B. Mbeng, A. Russomanno, and G. E. Santoro, The quantum Ising chain for beginners, arXiv:2009.09208v1.
- H. Tachikawa, Proton transfer vs complex formation channels in ionized formic acid dimer: A direct ab initio molecular dynamics study, J. Phys. Chem. A 124, 3048 (2020).
- M. M. Wilde, From Classical to Quantum Shannon Theory (Cambridge University Press, Cambridge, 2011).
- F. Krzakala, A. Rosso, G. Semerjian, and F. Zamponi, Path-integral representation for quantum spin models: Application to the quantum cavity method and Monte Carlo simulations, Phys. Rev. B 78, 134428 (2008).
- H. W. J. Blöte and Y. Deng, Cluster Monte Carlo simulation of the transverse Ising model, Phys. Rev. E 66, 066110 (2002).
- Q. Sun, T. C. Berkelbach, N. S. Blunt, G. H. Booth, S. Guo, Z. Li, J. Liu, J. D. McClain, E. R. Sayfutyarova, S. Sharma, S. Wouters, and G. K. L. Chan, PySCF: the Python-based simulations of chemistry framework, Wiley Interdiscip. Rev.: Comput. Mol. Sci. 8, e1340 (2018).
- Q. Sun, X. Zhang, S. Banerjee, P. Bao, M. Barbry, N. S. Blunt, N. A. Bogdanov, G. H. Booth, J. Chen, Z. H. Cui, J. J. Eriksen, Y. Gao, S. Guo, J. Hermann, M. R. Hermes, K. Koh, P. Koval, S. Lehtola, Z. Li, J. Liu et al., Recent developments in the PySCF program package, J. Chem. Phys. 153, 024109 (2020).
- https://github.com/srdinsek/Renyi-Integration.