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Mao BB, Ding YM, Wang Z, Hu S, Yan Z. Sampling reduced density matrix to extract fine levels of entanglement spectrum and restore entanglement Hamiltonian. Nat Commun 2025; 16:2880. [PMID: 40128517 PMCID: PMC11933365 DOI: 10.1038/s41467-025-58058-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2024] [Accepted: 03/10/2025] [Indexed: 03/26/2025] Open
Abstract
The reduced density matrix (RDM) plays a key role in quantum entanglement and measurement, as it allows the extraction of almost all physical quantities related to the reduced degrees of freedom. However, restricted by the degrees of freedom in the environment, the total system size is often limited, let alone the subsystem. To address this challenge, we propose a quantum Monte Carlo scheme with a low technical barrier, enabling precise extraction of the RDM. To demonstrate the power of the method, we present the fine levels of the entanglement spectrum (ES), which is the logarithmic eigenvalues of the RDM. We clearly show the ES for a 1D ladder with a long entangled boundary, and that for the 2D Heisenberg model with a tower of states. Furthermore, we put forward an efficient way to restore the entanglement Hamiltonian in operator-form from the sampled RDM data. Our simulation results, utilizing unprecedentedly large system sizes, establish a practical computational framework for determining entanglement quantities based on the RDM, such as the ES, particularly in scenarios where the environment has a huge number of degrees of freedom.
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Affiliation(s)
- Bin-Bin Mao
- Department of Physics, School of Science and Research Center for Industries of the Future, Westlake University, Hangzhou, China
- School of Foundational Education, University of Health and Rehabilitation Sciences, Qingdao, China
| | - Yi-Ming Ding
- Department of Physics, School of Science and Research Center for Industries of the Future, Westlake University, Hangzhou, China
- State Key Laboratory of Surface Physics and Department of Physics, Fudan University, Shanghai, China
| | - Zhe Wang
- Department of Physics, School of Science and Research Center for Industries of the Future, Westlake University, Hangzhou, China
- Institute of Natural Sciences, Westlake Institute for Advanced Study, Hangzhou, China
| | - Shijie Hu
- Beijing Computational Science Research Center, Beijing, China.
- Department of Physics, Beijing Normal University, Beijing, China.
| | - Zheng Yan
- Department of Physics, School of Science and Research Center for Industries of the Future, Westlake University, Hangzhou, China.
- Institute of Natural Sciences, Westlake Institute for Advanced Study, Hangzhou, China.
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Burke PC, Nakerst G, Haque M. Structure of the Hamiltonian of mean force. Phys Rev E 2024; 110:014111. [PMID: 39160947 DOI: 10.1103/physreve.110.014111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Accepted: 06/06/2024] [Indexed: 08/21/2024]
Abstract
The Hamiltonian of mean force is an effective Hamiltonian that allows a quantum system, nonweakly coupled to an environment, to be written in an effective Gibbs state. We present results on the structure of the Hamiltonian of mean force in extended quantum systems with local interactions. We show that its spatial structure exhibits a "skin effect"-its difference from the system Hamiltonian dies off exponentially with distance from the system-environment boundary. For spin systems, we identify the terms that can appear in the Hamiltonian of mean force at different orders in the inverse temperature.
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Affiliation(s)
- Phillip C Burke
- School of Physics, University College Dublin, Belfield, Dublin 4, Ireland
- Centre for Quantum Engineering, Science, and Technology, University College Dublin, Dublin 4, Ireland
- Department of Theoretical Physics, Maynooth University, Maynooth, Kildare, W23 F2H6, Ireland
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Sharma S, Jäger SB, Kraus R, Roscilde T, Morigi G. Quantum Critical Behavior of Entanglement in Lattice Bosons with Cavity-Mediated Long-Range Interactions. PHYSICAL REVIEW LETTERS 2022; 129:143001. [PMID: 36240423 DOI: 10.1103/physrevlett.129.143001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/25/2022] [Accepted: 09/02/2022] [Indexed: 06/16/2023]
Abstract
We analyze the ground-state entanglement entropy of the extended Bose-Hubbard model with infinite-range interactions. This model describes the low-energy dynamics of ultracold bosons tightly bound to an optical lattice and dispersively coupled to a cavity mode. The competition between on-site repulsion and global cavity-induced interactions leads to a rich phase diagram, which exhibits superfluid, supersolid, and insulating (Mott and checkerboard) phases. We use a slave-boson treatment of harmonic quantum fluctuations around the mean-field solution and calculate the entanglement entropy across the phase transitions. At commensurate filling, the insulator-superfluid transition is signaled by a singularity in the area-law scaling coefficient of the entanglement entropy, which is similar to the one reported for the standard Bose-Hubbard model. Remarkably, at the continuous Z_{2} superfluid-to-supersolid transition we find a critical logarithmic term, regardless of the filling. This behavior originates from the appearance of a roton mode in the excitation and entanglement spectrum, becoming gapless at the critical point, and it is characteristic of collective models.
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Affiliation(s)
- Shraddha Sharma
- Theoretische Physik, Saarland University, Campus E2.6, 66123 Saarbrücken, Germany
- ICTP-The Abdus Salam International Center for Theoretical Physics, Strada Costiera 11, 34151 Trieste, Italy
| | - Simon B Jäger
- Theoretische Physik, Saarland University, Campus E2.6, 66123 Saarbrücken, Germany
- Physics Department and Research Center OPTIMAS, Technische Universität Kaiserslautern, D-67663, Kaiserslautern, Germany
- JILA and Department of Physics, University of Colorado, 440 UCB, Boulder, Colorado 80309, USA
| | - Rebecca Kraus
- Theoretische Physik, Saarland University, Campus E2.6, 66123 Saarbrücken, Germany
| | - Tommaso Roscilde
- Univ. Lyon, Ens de Lyon, CNRS, Laboratoire de Physique, F-69342 Lyon, France
| | - Giovanna Morigi
- Theoretische Physik, Saarland University, Campus E2.6, 66123 Saarbrücken, Germany
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Chen BB, Chen L, Chen Z, Li W, Weichselbaum A. Exponential Thermal Tensor Network Approach for Quantum Lattice Models. PHYSICAL REVIEW X 2018; 8:031082. [DOI: 10.1103/physrevx.8.031082] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 09/01/2023]
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Frérot I, Roscilde T. Entanglement Entropy across the Superfluid-Insulator Transition: A Signature of Bosonic Criticality. PHYSICAL REVIEW LETTERS 2016; 116:190401. [PMID: 27232008 DOI: 10.1103/physrevlett.116.190401] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2015] [Indexed: 06/05/2023]
Abstract
We study the entanglement entropy and entanglement spectrum of the paradigmatic Bose-Hubbard model, describing strongly correlated bosons on a lattice. The use of a controlled approximation-the slave-boson approach-allows us to study entanglement in all regimes of the model (and, most importantly, across its superfluid-Mott-insulator transition) at a minimal cost. We find that the area-law scaling of entanglement-verified in all the phases-exhibits a sharp singularity at the transition. The singularity is greatly enhanced when the transition is crossed at fixed, integer filling, due to a richer entanglement spectrum containing an additional gapless mode, which descends from the amplitude (Higgs) mode of the global excitation spectrum-while this mode remains gapped at the generic (commensurate-incommensurate) transition with variable filling. Hence, the entanglement properties contain a unique signature of the two different forms of bosonic criticality exhibited by the Bose-Hubbard model.
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Affiliation(s)
- Irénée Frérot
- Université de Lyon, Ens de Lyon, Université Claude Bernard, CNRS, Laboratoire de Physique, F-69342 Lyon, France
| | - Tommaso Roscilde
- Université de Lyon, Ens de Lyon, Université Claude Bernard, CNRS, Laboratoire de Physique, F-69342 Lyon, France
- Institut Universitaire de France, 103 boulevard Saint-Michel, 75005 Paris, France
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Lundgren R, Blair J, Greiter M, Läuchli A, Fiete GA, Thomale R. Momentum-space entanglement spectrum of bosons and fermions with interactions. PHYSICAL REVIEW LETTERS 2014; 113:256404. [PMID: 25554899 DOI: 10.1103/physrevlett.113.256404] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/13/2014] [Indexed: 06/04/2023]
Abstract
We study the momentum space entanglement spectra of bosonic and fermionic formulations of the spin-1/2 XXZ chain with analytical methods and exact diagonalization. We investigate the behavior of the entanglement gaps, present in both formulations, across quantum phase transitions in the XXZ chain. In both cases, finite size scaling suggests that the entanglement gap closure does not occur at the physical transition points. For bosons, we find that the entanglement gap observed in Thomale et al. [Phys. Rev. Lett. 105, 116805 (2010)] depends on the scaling dimension of the conformal field theory as varied by the XXZ anisotropy. For fermions, the infinite entanglement gap present at the XX point persists well past the phase transition at the Heisenberg point. We elaborate on how these shifted transition points in the entanglement spectra may support the numerical study of phase transitions in the momentum space density matrix renormalization group.
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Affiliation(s)
- Rex Lundgren
- Department of Physics, The University of Texas at Austin, Austin, Texas 78712, USA
| | - Jonathan Blair
- Department of Physics, The University of Texas at Austin, Austin, Texas 78712, USA
| | - Martin Greiter
- Insitute for Theoritical Physics, Univesity of Würzburg, D-97074 Würzburg, Germany
| | - Andreas Läuchli
- Institut für Theoretische Physik, Universität Innsbruck, Technikerstraße 25, A-6020 Innsbruck, Austria
| | - Gregory A Fiete
- Department of Physics, The University of Texas at Austin, Austin, Texas 78712, USA
| | - Ronny Thomale
- Insitute for Theoritical Physics, Univesity of Würzburg, D-97074 Würzburg, Germany
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Chandran A, Khemani V, Sondhi SL. How universal is the entanglement spectrum? PHYSICAL REVIEW LETTERS 2014; 113:060501. [PMID: 25148308 DOI: 10.1103/physrevlett.113.060501] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/03/2014] [Indexed: 05/10/2023]
Abstract
It is now commonly believed that the ground state entanglement spectrum (ES) exhibits universal features characteristic of a given phase. In this Letter, we show that this belief is false in general. Most significantly, we show that the entanglement Hamiltonian can undergo quantum phase transitions in which its ground state and low-energy spectrum exhibit singular changes, even when the physical system remains in the same phase. For broken symmetry problems, this implies that the low-energy ES and the Rényi entropies can mislead entirely, while for quantum Hall systems, the ES has much less universal content than assumed to date.
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Affiliation(s)
- Anushya Chandran
- Department of Physics, Princeton University, Princeton, New Jersey 08544, USA and Perimeter Institute for Theoretical Physics, 31 Caroline Street N, Waterloo, Ontario N2L 2Y5, Canada
| | - Vedika Khemani
- Department of Physics, Princeton University, Princeton, New Jersey 08544, USA
| | - S L Sondhi
- Department of Physics, Princeton University, Princeton, New Jersey 08544, USA
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Grover T. Entanglement of interacting fermions in quantum Monte Carlo calculations. PHYSICAL REVIEW LETTERS 2013; 111:130402. [PMID: 24116750 DOI: 10.1103/physrevlett.111.130402] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/28/2013] [Revised: 08/30/2013] [Indexed: 05/10/2023]
Abstract
Given a specific interacting quantum Hamiltonian in a general spatial dimension, can one access its entanglement properties, such as the entanglement entropy corresponding to the ground state wave function? Even though progress has been made in addressing this question for interacting bosons and quantum spins, as yet there exist no corresponding methods for interacting fermions. Here we show that the entanglement structure of interacting fermionic Hamiltonians has a particularly simple form-the interacting reduced density matrix can be written as a sum of operators that describe free fermions. This decomposition allows one to calculate the Renyi entropies for Hamiltonians which can be simulated via determinantal quantum Monte Carlo calculations, while employing the efficient techniques hitherto available only for free fermions. The method presented works for the ground state, as well as for the thermally averaged reduced density matrix.
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Affiliation(s)
- Tarun Grover
- Kavli Institute for Theoretical Physics, University of California, Santa Barbara, California 93106, USA
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