Literature DB >> 21231028

Preparing thermal states of quantum systems by dimension reduction.

Ersen Bilgin1, Sergio Boixo.   

Abstract

We present an algorithm that prepares thermal Gibbs states of one dimensional quantum systems on a quantum computer without any memory overhead, and in a time significantly shorter than other known alternatives. Specifically, the time complexity is dominated by the quantity N(‖h‖/T), where N is the size of the system, ‖h‖ is a bound on the operator norm of the local terms of the Hamiltonian (coupling energy), and T is the temperature. Given other results on the complexity of thermalization, this overall scaling is likely optimal. For higher dimensions, our algorithm lowers the known scaling of the time complexity with the dimension of the system by one.

Entities:  

Year:  2010        PMID: 21231028     DOI: 10.1103/PhysRevLett.105.170405

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


  4 in total

1.  A quantum-quantum Metropolis algorithm.

Authors:  Man-Hong Yung; Alán Aspuru-Guzik
Journal:  Proc Natl Acad Sci U S A       Date:  2012-01-03       Impact factor: 11.205

2.  From transistor to trapped-ion computers for quantum chemistry.

Authors:  M-H Yung; J Casanova; A Mezzacapo; J McClean; L Lamata; A Aspuru-Guzik; E Solano
Journal:  Sci Rep       Date:  2014-01-07       Impact factor: 4.379

3.  Quantum Enhanced Inference in Markov Logic Networks.

Authors:  Peter Wittek; Christian Gogolin
Journal:  Sci Rep       Date:  2017-04-19       Impact factor: 4.379

Review 4.  Quantum machine learning: a classical perspective.

Authors:  Carlo Ciliberto; Mark Herbster; Alessandro Davide Ialongo; Massimiliano Pontil; Andrea Rocchetto; Simone Severini; Leonard Wossnig
Journal:  Proc Math Phys Eng Sci       Date:  2018-01-17       Impact factor: 2.704

  4 in total

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