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New Development of Computational Physics with Tensor Network Scheme

Research Project

Project/Area Number 20H00148
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Review Section Medium-sized Section 15:Particle-, nuclear-, astro-physics, and related fields
Research InstitutionUniversity of Tsukuba

Principal Investigator

Kuramashi Yoshinobu  筑波大学, 計算科学研究センター, 教授 (30280506)

Co-Investigator(Kenkyū-buntansha) 中村 宜文  国立研究開発法人理化学研究所, 計算科学研究センター, 技師 (40598231)
武田 真滋  金沢大学, 数物科学系, 准教授 (60577881)
Project Period (FY) 2020-04-01 – 2023-03-31
Project Status Completed (Fiscal Year 2022)
Budget Amount *help
¥44,850,000 (Direct Cost: ¥34,500,000、Indirect Cost: ¥10,350,000)
Fiscal Year 2022: ¥15,470,000 (Direct Cost: ¥11,900,000、Indirect Cost: ¥3,570,000)
Fiscal Year 2021: ¥15,990,000 (Direct Cost: ¥12,300,000、Indirect Cost: ¥3,690,000)
Fiscal Year 2020: ¥13,390,000 (Direct Cost: ¥10,300,000、Indirect Cost: ¥3,090,000)
Keywordsテンソルネットワーク / テンソル繰り込み群 / 有限密度 / 符号問題 / Nambu-Jona-Lasinioモデル / Hubbardモデル / Z2ゲージヒッグスモデル / 相転移 / Z_2ゲージヒッグスモデル / 計算物理学 / テンソルネットワーク法 / 南部-Jona-Lasinioモデル / 南部ーJona-Lasinioモデル
Outline of Research at the Start

テンソルネットワーク(TN)スキームとは,多体問題をTN形式によって定式化し,理論的・計算手法的高精度解析を行う枠組みであり,2000年代以降分野を超えて急速な発展を見せている.本申請課題では,TNスキームの一つであるテンソル繰り込み群を発展させ,既存の数値計算手法(モンテカルロ法など)では解析が困難であった物理モデルへの応用に取り組み,有限密度南部ーJona-LasinioモデルとHubbardモデルの相構造解明を目指す.

Outline of Final Research Achievements

We apply the tensor renormalization group (TRG), which is one of the numerical algorithms in the tensor network (TN) scheme, to various physics models with the sign or the complex action problem for which the conventional Monte Carlo approach is useless. Our major achievements are (i) confirmation of first-order chiral phase transition in cold and dense Nambu-Jona-Lasinio model, (ii) high precision analyses of the doping-driven metal-insulator transition in (1+1)- and (2+1)-dimensional Hubbard model,(iv) successful determination of the critical endpoint in (3+1)-dimensional Z2 gauge-Higgs model.

Academic Significance and Societal Importance of the Research Achievements

(3+1)次元有限密度NJLモデルにおけるカイラル一次相転移の実証や(1+1)次元および(2+1)次元Hubbardモデルの金属-絶縁体転移の高精度解析の成功は,TRG法が符号問題・複素作用問題を解決していることの証左であるとともに,TRG法が素粒子物理学や物性物理学の分野を超えた可搬性を有していることを意味している.また,TRG法を用いた(3+1)次元有限密度Z2ゲージヒッグスモデルの臨界終点の決定は,TRG法を4次元ゲージ理論に適用した世界で最初の成功例であり,将来の有限密度QCDの相構造解析に向けた重要な布石となる成果である.

Report

(5 results)
  • 2022 Annual Research Report   Final Research Report ( PDF )
  • 2021 Annual Research Report
  • 2020 Comments on the Screening Results   Annual Research Report
  • Research Products

    (29 results)

All 2023 2022 2021 2020

All Journal Article (6 results) (of which Peer Reviewed: 6 results,  Open Access: 6 results) Presentation (23 results) (of which Int'l Joint Research: 11 results,  Invited: 9 results)

  • [Journal Article] Tensor renormalization group study of (3+1)-dimensional Z_2 gauge-Higgs model at finite density2022

    • Author(s)
      Shinichiro Akiyama, Yoshinobu Kuramashi
    • Journal Title

      Journal of High Energy Physics

      Volume: 2205 Issue: 5 Pages: 102-102

    • DOI

      10.1007/jhep05(2022)102

    • Related Report
      2022 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Metal-insulator transition in the (2+1)-dimensional Hubbard model with the tensor renormalization group2022

    • Author(s)
      Shinichiro Akiyama, Yoshinobu Kuramashi, Takumi Yamashita
    • Journal Title

      Progress of Theoretical and Experimental Physics

      Volume: 2022 Issue: 2

    • DOI

      10.1093/ptep/ptac014

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Phase transition of four-dimensional lattice φ^4 theory with tensor renormalization group2021

    • Author(s)
      Shinichiro Akiyama, Yoshinobu Kuramashi, Yusuke Yoshimura
    • Journal Title

      Physical Review D

      Volume: 104 Issue: 3 Pages: 034507-034507

    • DOI

      10.1103/physrevd.104.034507

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Tensor renormalization group approach to (1+1)-dimensional Hubbard model2021

    • Author(s)
      Shinichiro Akiyama, Yoshinobu Kuramashi
    • Journal Title

      Physical Review D

      Volume: 104 Issue: 1 Pages: 014504-014504

    • DOI

      10.1103/physrevd.104.014504

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Restoration of chiral symmetry in cold and dense Nambu-Jona-Lasinio model with tensor renormalization group2021

    • Author(s)
      Akiyama Shinichiro、Kuramashi Yoshinobu、Yamashita Takumi、Yoshimura Yusuke
    • Journal Title

      Journal of High Energy Physics

      Volume: 2021 Issue: 1 Pages: 121-121

    • DOI

      10.1007/jhep01(2021)121

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Tensor renormalization group approach to four-dimensional complex φ^4 theory at finite density2020

    • Author(s)
      Akiyama Shinichiro、Kadoh Daisuke、Kuramashi Yoshinobu、Yamashita Takumi、Yoshimura Yusuke
    • Journal Title

      Journal of High Energy Physics

      Volume: 2020 Issue: 9 Pages: 177-177

    • DOI

      10.1007/jhep09(2020)177

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] Tensor renormalization group approach to higher-dimensional lattice field theories2023

    • Author(s)
      Shinichiro Akiyama
    • Organizer
      Challenges and opportunities in Lattice QCD simulations and related fields
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] An overview of tensor network method for lattice field theories2023

    • Author(s)
      Shinichiro Akiyama
    • Organizer
      Kobe Workshop on Cosmology and Fundamental Physics 2023
    • Related Report
      2022 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 素粒子物理学とテンソルネットワーク2023

    • Author(s)
      秋山進一郎
    • Organizer
      第2回量子ソフトウェアワークショップ:これからの量子シミュレーション -古典から量子へ、量子から古典へ-
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] テンソル繰り込み群法による格子理論研究の開拓2023

    • Author(s)
      秋山進一郎
    • Organizer
      日本物理学会2023年春季大会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Tensor renormalization group study of (3+1)-dimensional Z2 gauge-Higgs model at finite density2022

    • Author(s)
      秋山進一郎, 藏増嘉伸
    • Organizer
      日本物理学会2022年秋季大会(素核宇)
    • Related Report
      2022 Annual Research Report
  • [Presentation] Particle physics with tensor network scheme2022

    • Author(s)
      秋山進一郎
    • Organizer
      第9回「富岳」を中核とするHPCIシステム利用研究課題成果報告会
    • Related Report
      2022 Annual Research Report
    • Invited
  • [Presentation] Tensor renormalization group approach to higher-dimensional lattice field theories2022

    • Author(s)
      Shinichiro Akiyama
    • Organizer
      Tensor Network States: Algorithms and Applications (TNSAA) 2021-2022
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Tensor renormalization group approach to higher-dimensional lattice field theories2022

    • Author(s)
      秋山進一郎
    • Organizer
      量子多体計算のフロンティア
    • Related Report
      2021 Annual Research Report
    • Invited
  • [Presentation] Metal-insulator transition in (2+1)-dimensional Hubbard model with tensor renormalization group2022

    • Author(s)
      秋山進一郎^*, 藏増嘉伸, 山下巧
    • Organizer
      日本物理学会第77回年次大会
    • Related Report
      2021 Annual Research Report
  • [Presentation] Application of tensor renormalization group to Nambu-Jona-Lasinio model and Hubbard model2021

    • Author(s)
      Yoshinobu Kuramashi
    • Organizer
      International Workshop on Tensor Networks in Many Body and Lattice Field
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Application of tensor renormalization group to Quantum Field Theories2021

    • Author(s)
      Yoshinobu Kuramashi
    • Organizer
      DWQ@25: The event marks the passage of twenty-five years since the first numerical simulations with Domain Wall Quarks (DWQ)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Restoration of chiral symmetry in cold and dense Nambu-Jona-Lasinio model with tensor renormalization group2021

    • Author(s)
      Yoshinobu Kuramashi^*, Shinichiro Akiyama, Takumi Yamashita, Yusuke Yoshimura
    • Organizer
      The 38th International Symposium on Lattice Field Theory (Lattice 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tensor renormalization group approach to (1+1)-dimensional Hubbard model2021

    • Author(s)
      Shinichiro Akiyama^*, Yoshinobu Kuramashi
    • Organizer
      The 38th International Symposium on Lattice Field Theory (Lattice 2021)
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Restoration of chiral symmetry in cold and dense Nambu-Jona-Lasinio model with tensor renormalization group2021

    • Author(s)
      Shinichiro Akiyama
    • Organizer
      YITP workshop QCD phase diagram and lattice QCD
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tensor renormalization group approach to (1+1)-dimensional Hubbard model2021

    • Author(s)
      秋山進一郎
    • Organizer
      KEK理論センター研究会「熱場の量子論とその応用」
    • Related Report
      2021 Annual Research Report
  • [Presentation] テンソル繰り込み群による1+1 次元Hubbard模型の研究2021

    • Author(s)
      秋山進一郎^*, 藏増嘉伸
    • Organizer
      日本物理学会2021年秋季大会(素核宇)
    • Related Report
      2021 Annual Research Report
  • [Presentation] estoration of chiral symmetry in cold and dense Nambu--Jona-Lasinio model with tensor renormalization group2021

    • Author(s)
      S. Akiyama^*, Y. Kuramashi, T. Yamashita, and Y. Yoshimura
    • Organizer
      YITP workshop Quantum computing for quantum field theories
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 4次元φ^4理論のテンソル繰り込み群による研究2021

    • Author(s)
      秋山進一郎^*, 藏増嘉伸, 吉村友佑
    • Organizer
      日本物理学会第76回年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Tensor renormalization group approach to four-dimensional complex φ^4 theory at finite density2020

    • Author(s)
      S. Akiyama^*, D. Kadoh, Y. Kuramashi, T. Yamashita, and Y. Yoshimura
    • Organizer
      Asia-Pacific Symposium for Lattice field theory (APLAT2020)
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Restoration of chiral symmetry in cold and dense Nambu--Jona-Lasinio model with tensor renormalization group2020

    • Author(s)
      S. Akiyama^*, Y. Kuramashi, T. Yamashita, and Y. Yoshimura
    • Organizer
      KEK Theory Workshop 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] テンソル繰り込み群による4次元有限密度複素スカラー場の理論の研究2020

    • Author(s)
      秋山進一郎^*, 加堂大輔, 藏増嘉伸, 山下巧, 吉村友佑
    • Organizer
      基研研究会「熱場の量子論とその応用」
    • Related Report
      2020 Annual Research Report
  • [Presentation] テンソル繰り込み群による4次元有限密度複素スカラー場の理論の研究2020

    • Author(s)
      秋山進一郎^*, 加堂大輔, 藏増嘉伸, 山下巧, 吉村友佑
    • Organizer
      素粒子若手オンライン研究会
    • Related Report
      2020 Annual Research Report
  • [Presentation] テンソル繰り込み群による3+1次元有限密度Nambu-Jona-Lasinio模型の研究2020

    • Author(s)
      秋山進一郎^*, 藏増嘉伸, 山下巧, 吉村友佑
    • Organizer
      日本物理学会2020年度秋季大会
    • Related Report
      2020 Annual Research Report

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Published: 2020-04-28   Modified: 2024-01-30  

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