Literature DB >> 32302169

Breaking the Entanglement Barrier: Tensor Network Simulation of Quantum Transport.

Marek M Rams1, Michael Zwolak2.   

Abstract

The recognition that large classes of quantum many-body systems have limited entanglement in the ground and low-lying excited states led to dramatic advances in their numerical simulation via so-called tensor networks. However, global dynamics elevates many particles into excited states, and can lead to macroscopic entanglement and the failure of tensor networks. Here, we show that for quantum transport-one of the most important cases of this failure-the fundamental issue is the canonical basis in which the scenario is cast: When particles flow through an interface, they scatter, generating a "bit" of entanglement between spatial regions with each event. The frequency basis naturally captures that-in the long-time limit and in the absence of inelastic scattering-particles tend to flow from a state with one frequency to a state of identical frequency. Recognizing this natural structure yields a striking-potentially exponential in some cases-increase in simulation efficiency, greatly extending the attainable spatial and time scales, and broadening the scope of tensor network simulation to hitherto inaccessible classes of nonequilibrium many-body problems.

Entities:  

Year:  2020        PMID: 32302169      PMCID: PMC7654706          DOI: 10.1103/PhysRevLett.124.137701

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


  24 in total

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3.  Time-dependent transport in interacting and noninteracting resonant-tunneling systems.

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6.  Fermionic Orbital Optimization in Tensor Network States.

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7.  Nonequilibrium Steady-State Transport in Quantum Impurity Models: A Thermofield and Quantum Quench Approach Using Matrix Product States.

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Journal:  Phys Rev Lett       Date:  2018-09-28       Impact factor: 9.161

8.  Quantum thermalization through entanglement in an isolated many-body system.

Authors:  Adam M Kaufman; M Eric Tai; Alexander Lukin; Matthew Rispoli; Robert Schittko; Philipp M Preiss; Markus Greiner
Journal:  Science       Date:  2016-08-19       Impact factor: 47.728

9.  Real-time dynamics in spin-1/2 chains with adaptive time-dependent density matrix renormalization group.

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Authors:  Daniel Gruss; Kirill A Velizhanin; Michael Zwolak
Journal:  Sci Rep       Date:  2016-04-20       Impact factor: 4.379

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  2 in total

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