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Optimization of tensor network states by means of a minimal principle and applications to quantum systems

Research Project

Project/Area Number 22540388
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Mathematical physics/Fundamental condensed matter physics
Research InstitutionKobe University

Principal Investigator

NISHINO Tomotoshi  神戸大学, 理学(系)研究科(研究院), 准教授 (00241563)

Research Collaborator ANDREJ Gendiar  Slovak Academy of Sciences, Independent Researcher
ROMAN Krcmar  Slovak Academy of Sciences, Researcher
Project Period (FY) 2010-04-01 – 2013-03-31
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2010: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywordsテンソル積状態 / DMRG / 繰込み群 / 双曲変形 / エンタングルメント / 境界条件 / 正弦2乗変形 / 変分計算 / DMRG / 繰り込み群 / 最小作用 / 時間発展 / 双曲平面 / 並列計算
Research Abstract

The tensor network states has a hight potential of expressing or approximating a given quantum state wave function. For an efficient optimization of each local tensor, the construction of the environment around the tensor is important. In this study, we focus on the boundary condition, i.e. the smooth boundary condition, where the interaction parameter gradually decreases to zero toward the system boundary, the hyperbolic deformation, where the parameter increases to the boundary. These conditions are imposed to one dimensional free or correlated quantum systems. Under these deformation, despite of the non-uniformity in the Hamiltonian, the corresponding ground state is uniform, and the local tensors are optimized in a homogeneous manner. The fact is confirmed by means of the density matrix renormalization group, which is a representative numerical tool to optimize local tensors. Several other trials on the tensor network state are also reported.

Report

(4 results)
  • 2013 Final Research Report ( PDF )
  • 2012 Annual Research Report
  • 2011 Annual Research Report
  • 2010 Annual Research Report
  • Research Products

    (33 results)

All 2014 2013 2012 2011 2010 Other

All Journal Article (14 results) (of which Peer Reviewed: 14 results) Presentation (14 results) Book (1 results) Remarks (4 results)

  • [Journal Article] Doubling of Entanglement Spectrum in Tensor Renormalization Group2014

    • Author(s)
      H. Ueda, K. Okunishi, T. Nishino
    • Journal Title

      Phys. Rev. B

      Volume: 89

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Doubling of Entanglement Spectrum in Tenor Renormalization Group2014

    • Author(s)
      Hiroshi Ueda, Kouichi okunishi, Tomotoshi Nishino
    • Journal Title

      Phys. Rev. B

      Volume: 89 Issue: 7 Pages: 1-10

    • DOI

      10.1103/physrevb.89.075116

    • Related Report
      2012 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Weak correlation effects in the Ising model on triangular-tiled hyperbolic lattices2012

    • Author(s)
      Gendiar, R. Krcmar, S. Andergassen, M. Daniska, T. Nishino
    • Journal Title

      Phys. Rev. E

      Volume: 86

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] エネルギー・スケール変調による量子系の境界条件・トポロジーの制御2012

    • Author(s)
      引原俊哉,桂法称,丸山勲,西野友年
    • Journal Title

      日本物理学会誌

      Volume: 67, No.6

    • NAID

      10030864389

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Hyperbolic Deformation Applied to S=1 Spin Chains; Scaling Relation in Excitation Energy2011

    • Author(s)
      H. Ueda, H. Nakano, K. Kusakabe, T. Nishino
    • Journal Title

      J. Phys. Soc. Jpn.

      Volume: 80

    • NAID

      210000109184

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Suppression of finite-size effects in one-dimensional quantum systems2011

    • Author(s)
      A. Gendiar, M. Daniska, Y. Lee, T. Nishino
    • Journal Title

      Phys. Rev. A

      Volume: 83

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Connecting distant ends of one-dimensional critical system by sin-square deformation2011

    • Author(s)
      T. Hikihara, T. Nishino
    • Journal Title

      Phys. Rev. E

      Volume: 83

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Suppression of finite-size effects in one-dimensional quantum systems2011

    • Author(s)
      A. Gendiar
    • Journal Title

      Phys. Rev. A

      Volume: 83 Issue: 5

    • DOI

      10.1103/physreva.83.052118

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Hyperbolic Deformation Applied to S=1 Spin Chains-Scaling Relation in Excitation Energy-2011

    • Author(s)
      Hiroshi Ueda
    • Journal Title

      Journal of the Physical Society of Japan

      Volume: 80 Issue: 9 Pages: 094001-094001

    • DOI

      10.1143/jpsj.80.094001

    • Related Report
      2011 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Connecting distant ends of 1D critical systems by SSD2011

    • Author(s)
      Toshiya Hikihara
    • Journal Title

      Phys.Rev.E

      Volume: 83

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Scaling Relation for Excitation Energy Under Hyperbolic Deformation2010

    • Author(s)
      H. Ueda, H. Nakano, K. Kusakabe, T. Nishino
    • Journal Title

      Prog. Theor. Phys.

      Volume: 124 Pages: 389-398

    • NAID

      110007730003

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Phase Transition of the Ising model on a Hyperblic Lattice2010

    • Author(s)
      T. Iharagi, A. Gendiar, H. Ueda, T. Nishino
    • Journal Title

      J. Phys. Soc. Jpn.

      Volume: 79

    • Related Report
      2013 Final Research Report
    • Peer Reviewed
  • [Journal Article] Scaling relation for excitation energy under hyperbolic deformation2010

    • Author(s)
      Hiroshi Ueda
    • Journal Title

      Prog.Theor.Phys.

      Volume: 124 Pages: 389-398

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Phase transition of the Ising model on a hyperbolic lattice2010

    • Author(s)
      Takatsugu Iharagi
    • Journal Title

      J.Phys.Soc.Jpn.

      Volume: 79

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Presentation] The most distant sites are neighbors under the sine square deformation2013

    • Author(s)
      T. Nishino
    • Organizer
      Workshop on Numerical Many Body Methods in Quantum Chemistry and Physics
    • Place of Presentation
      Bangalore, India
    • Year and Date
      2013-12-04
    • Related Report
      2013 Final Research Report
  • [Presentation] Entanglement Spectrum in the Tensor Renormalization Group2013

    • Author(s)
      T. Nishino
    • Organizer
      PQMBE2013
    • Place of Presentation
      Maintz, Germany
    • Year and Date
      2013-09-25
    • Related Report
      2013 Final Research Report
  • [Presentation] What should be Approximated in RG schemes applied to Statistical Models?2013

    • Author(s)
      T. Nishino
    • Organizer
      Tensor Network Algorithms in Computations Physics and Numerical Analyses
    • Place of Presentation
      ETH Zurich, Switzerland
    • Year and Date
      2013-05-17
    • Related Report
      2013 Final Research Report
  • [Presentation] DMRG applied to Transfer Matrix Formalisms2012

    • Author(s)
      T. Nishino
    • Organizer
      DMRG101
    • Place of Presentation
      台湾大学,台湾
    • Year and Date
      2012-12-09
    • Related Report
      2013 Final Research Report
  • [Presentation] Entanglement Entropy Under non-Uniform Deformation2012

    • Author(s)
      T. Nishino
    • Organizer
      Workshop QISM2012
    • Place of Presentation
      Innsbruck, Austria
    • Year and Date
      2012-09-22
    • Related Report
      2013 Final Research Report
  • [Presentation] Non-Uniform Deformation Applied to 1D Quantum Systems2012

    • Author(s)
      T. Nishino
    • Organizer
      Networking Tensor Networks
    • Place of Presentation
      Benasque, Spain.
    • Year and Date
      2012-05-07
    • Related Report
      2013 Final Research Report
  • [Presentation] Hubbard Modelに正弦変形かけてみちゃったの2012

    • Author(s)
      西野友年, Andrej Gendiar
    • Organizer
      日本物理学会
    • Place of Presentation
      関西学院大学
    • Year and Date
      2012-03-27
    • Related Report
      2013 Final Research Report
  • [Presentation] エンタングルメントで解決できるもの、できないもの2011

    • Author(s)
      西野友年
    • Organizer
      研究会・量子系のエンタングルメントとくりこみ群
    • Place of Presentation
      基礎物理学研究所
    • Year and Date
      2011-12-14
    • Related Report
      2013 Final Research Report
  • [Presentation] Absence of Boundary Effect under Sine-Square Deformation2011

    • Author(s)
      T. Nishino
    • Organizer
      Workshop QISM2011
    • Place of Presentation
      A Coluna, Spain
    • Year and Date
      2011-07-23
    • Related Report
      2013 Final Research Report
  • [Presentation] Ising Model on Hyperbolic Lattices2011

    • Author(s)
      T. Nishino
    • Organizer
      UCM Summer School
    • Place of Presentation
      El Escorial, Spain
    • Year and Date
      2011-07-15
    • Related Report
      2013 Final Research Report
  • [Presentation] 双曲のイジングモデル相転移けふも調べて熱力語る2011

    • Author(s)
      西野友年, Andrej Gendiar
    • Organizer
      日本物理学会
    • Place of Presentation
      新潟大学
    • Year and Date
      2011-03-25
    • Related Report
      2013 Final Research Report
  • [Presentation] 双曲のイジングモデル相転移けふも調べて熱力語る2011

    • Author(s)
      西野友年
    • Organizer
      日本物理学会
    • Place of Presentation
      新潟大学(新潟県)
    • Year and Date
      2011-03-25
    • Related Report
      2010 Annual Research Report
  • [Presentation] An Origin of Matrix Product States in Statistical Mechanics2010

    • Author(s)
      T. Nishino
    • Organizer
      Workshop on DMRG and other advances in numerical RG methods
    • Place of Presentation
      中国人民大学
    • Year and Date
      2010-08-26
    • Related Report
      2013 Final Research Report
  • [Presentation] Phase Transition on Hyperbolic Lattice Analized by CTMRG2010

    • Author(s)
      T. Iharagi, H. Ueda, T. Nishino
    • Organizer
      STATPHYS24
    • Place of Presentation
      Cairns Convention Center, Australia
    • Year and Date
      2010-07-20
    • Related Report
      2013 Final Research Report
  • [Book] 今度こそわかる場の理論2012

    • Author(s)
      西野友年
    • Total Pages
      215
    • Publisher
      講談社
    • Related Report
      2013 Final Research Report
  • [Remarks] 密度行列繰込み群及びテンソルネットワーク形式についてのプレプリント集

    • URL

      http://quattro.phys.sci.kobe-u.ac.jp/dmrg.html

    • Related Report
      2013 Final Research Report
  • [Remarks] DMRG Home Page

    • URL

      http://quattro.phys.sci.kobe-u.ac.jp/dmrg.html

    • Related Report
      2012 Annual Research Report
  • [Remarks] Phase Transition in Hyperbolic Space

    • URL

      http://quattro.phys.sci.kobe-u.ac.jp/Hyperbolic/Hyperbolic.html

    • Related Report
      2012 Annual Research Report
  • [Remarks] DMRG Home Page

    • URL

      http://quattro.phys.sci.kobe-u.ac.jp/dmrg.html

    • Related Report
      2011 Annual Research Report

URL: 

Published: 2010-08-23   Modified: 2019-07-29  

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