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Hasegawa Hidehiko  長谷川 秀彦

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HASEGAWA Hidehiko  長谷川 秀彦

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Researcher Number 20164824
Other IDs
Affiliation (Current) 2025: 筑波大学, 図書館情報メディア系(名誉教授), 名誉教授
Affiliation (based on the past Project Information) *help 2023: 筑波大学, 図書館情報メディア系(名誉教授), 名誉教授
2011 – 2022: 筑波大学, 図書館情報メディア系, 教授
2013 – 2015: 筑波大学, 図書館情報メディア研究科(系), 教授
2009 – 2010: University of Tsukuba, 大学院・図書館情報メディア研究科, 教授
2003 – 2006: 筑波大学, 図書館情報学系, 助教授
Review Section/Research Field
Principal Investigator
High performance computing / Basic Section 60100:Computational science-related / Software
Except Principal Investigator
Basic Section 60100:Computational science-related / Engineering fundamentals / High performance computing / Educaion
Keywords
Principal Investigator
クリロフ部分空間法 / 疎行列 / 反復法 / 連立一次方程式 / 数値解析 / ハイパフォーマンス・コンピューティング / 高精度演算 / 行列画像 / SAN / CNN … More / 自己注意ネットワーク / 自然画像 / 事前学習 / 畳み込みニューラルネットワーク / 機械学習 / 収束性判定 / 大規模疎行列 / 非対称線形方程式 / 多倍長演算 / 非対称疎行列 / 連立一次方程式の反復法 / 共役勾配法 / 対称化 / 非対称行列 / 連立一次方程式の反復解法 / 反復解法 / 混合制度演算 / オブジェクト指向 / 混合精度 / MATLAB / 3重対角化 / 倍々精度演算 / 多倍長計算 / ベクトル化 / リスタート / Quad-double演算 / Double-double演算 / 混合精度演算 / コプロセッサ / GPU / 高速化 / BLAS / ブロック化 / ハウスホルダー変換 / ガウスの消去法 / 帯行列 / 分散処理 / 並列処理 … More
Except Principal Investigator
倍々精度演算 / 自動チューニング / 高精度演算 / AVX-512 / 機械学習 / 混合精度計算 / 大規模並列処理 / 高性能計算 / 高精度計算 / library / singular matrix / parallel computer / super computer / preconditioning technique / Krylov-subspace method / fast numerical method / large-scale 1inear systems / COCR法 / Bi-CR法 / Toeplitz行列 / 電子構造計算 / 可変的前処理 / 大規模線形方程式 / ライブラリー / 特異な行列 / 並列コンピュータ / スーパーコンピュータ / 前処理技法 / クリロフ部分空間法 / 高速数値解法 / 大規模連立1次方程式 / ベクトル演算 / マルチコア / 疎行列計算 / 反復計算ライブラリ / 4倍精度演算 / 集団通信 / 多倍長演算 / 性能パラメタ / MPI / 通信量削減 / GMP / AVX / 任意多倍長計算 / 倍々精度計算 / アメリカ:ポルトガル / イギリスの大学 / カナダの大学 / アメリカの大学 / オーストラリアの大学 / 東南アジアの大学 / ラーニング・コモンズ / 国際情報交換 / 大学図書館 / 高等教育 / 学習支援 / 図書館情報学 / 教育学 Less
  • Research Projects

    (8 results)
  • Research Products

    (45 results)
  • Co-Researchers

    (25 People)
  •  機械学習によって行列画像から反復法の収束を予測し、適切な解法を選択する方法の検討Principal Investigator

    • Principal Investigator
      長谷川 秀彦
    • Project Period (FY)
      2022 – 2025
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60100:Computational science-related
    • Research Institution
      University of Tsukuba
  •  Research on construction of high-precision computing environment for massively parallel computers and automatic tuning of computing accuracy

    • Principal Investigator
      Tanaka Teruo
    • Project Period (FY)
      2018 – 2023
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Review Section
      Basic Section 60100:Computational science-related
    • Research Institution
      Kogakuin University
  •  Development of Iterative solvers for unsymmetric linear equations using Conjugate Gradient method and High Precision ArithmeticPrincipal Investigator

    • Principal Investigator
      HASEGAWA Hidehiko
    • Project Period (FY)
      2017 – 2022
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      High performance computing
    • Research Institution
      University of Tsukuba
  •  Improvement of Convergence and Performance for the Krylov Subspace Methods using High-Precision ArithmeticPrincipal Investigator

    • Principal Investigator
      HASEGAWA Hidehiko
    • Project Period (FY)
      2013 – 2017
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      High performance computing
    • Research Institution
      University of Tsukuba
  •  Development of double-double precision iterative method for multi-core processor based on vector operation and communication avoidance

    • Principal Investigator
      Tanaka Teruo
    • Project Period (FY)
      2013 – 2016
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      High performance computing
    • Research Institution
      Kogakuin University
  •  Acceleration of band algorithms using fast dense kernels for large Band matricesPrincipal Investigator

    • Principal Investigator
      HASEGAWA Hidehiko
    • Project Period (FY)
      2009 – 2011
    • Research Category
      Grant-in-Aid for Scientific Research (C)
    • Research Field
      Software
    • Research Institution
      University of Tsukuba
  •  Study of Developing Learning Space Model in College

    • Principal Investigator
      MIZOUE Chieko
    • Project Period (FY)
      2008 – 2012
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Educaion
    • Research Institution
      University of Tsukuba
  •  Synthetical development of fast numerical methods for solving large-scale linear systems which arise g from the field of computational science and engineerin

    • Principal Investigator
      ZHANG Shao-liang
    • Project Period (FY)
      2003 – 2006
    • Research Category
      Grant-in-Aid for Scientific Research (B)
    • Research Field
      Engineering fundamentals
    • Research Institution
      Nagoya University
      The University of Tokyo

All 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 Other

All Journal Article Presentation Book

  • [Book] 固有値計算と特異値計算2019

    • Author(s)
      長谷川秀彦,今村俊幸,山田進,櫻井鉄也,荻田武史,相島健助,木村欣司,中村佳正
    • Total Pages
      214
    • Publisher
      丸善出版
    • ISBN
      9784621304730
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Journal Article] Predicting the convergence of BiCG method from grayscale matrix images2020

    • Author(s)
      Ryo Ota and Hidehiko Hasegawa
    • Journal Title

      JSIAM Letters

      Volume: -

    • NAID

      130007881798

    • Peer Reviewed / Open Access
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Journal Article] Comparison of Tridiagonalization Methods using High Precision Arithmetic with MuPAT on Scilab2017

    • Author(s)
      K. Asami, R. Ino, E. Ishiwata, and H. Hasegawa
    • Journal Title

      Proceedings on International Workshop on Eigenvalue Problems: Algorithms; Software and Applications, in Petascale Computing

      Volume: 印刷中

    • Peer Reviewed / Acknowledgement Compliant
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Journal Article] Comparison of Tridiagonalization Methods Using High-Precision Arithmetic with MuPAT2017

    • Author(s)
      Ino Ryoya、Asami Kohei、Ishiwata Emiko、Hasegawa Hidehiko
    • Journal Title

      Lecture Notes in Computational Science and Engineering 117

      Volume: - Pages: 125-141

    • DOI

      10.1007/978-3-319-62426-6_9

    • ISBN
      9783319624242, 9783319624266
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Journal Article] AVX2を用いた倍精度BCRS形式疎行列と倍々精度ベクトル積の高速化2014

    • Author(s)
      菱沼 利彰, 藤井 昭宏, 田中 輝雄, 長谷川 秀彦
    • Journal Title

      情報処理学会論文誌コンピューティングシステム(ACS)

      Volume: 7 Pages: 25-33

    • NAID

      110009851548

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Journal Article] Effectiveness of sparse data structure for double-double and quad-double arithmetics2014

    • Author(s)
      T. Saito, S. Kikkawa, E. Ishiwata, and H. Hasegawa
    • Journal Title

      Lecture Notes in Computer Science 8384

      Volume: 8384 Pages: 643-651

    • DOI

      10.1007/978-3-642-55224-3_60

    • ISBN
      9783642552236, 9783642552243
    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Journal Article] Scilabにおける高精度演算環境 MuPAT の実装2013

    • Author(s)
      吉川 慧子,斉藤 翼, 石渡 恵美子, 長谷川 秀彦
    • Journal Title

      図書館情報メディア研究

      Volume: Vol. 11, No. 1 Pages: 23-46

    • NAID

      120005348371

    • Peer Reviewed
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Presentation] Parallelization of DD and QD high-precision arithmetic operations2020

    • Author(s)
      Hidehiko Hasegawa, Hotaka Yagi, and Emiko Ishiwata
    • Organizer
      SIAM Conference on Parallel Processing for Scientific Computing (PP20)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] Predicting the Convergence of an Iterative Method from Matrix Images using CNN2020

    • Author(s)
      Ryo Ota and Hidehiko Hasegawa
    • Organizer
      International Conference on High performance Computing in Asia-Pacific Region (HPC Asia 2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] More Accurate Computation for Double-double Arithmetic without Additional Execution Time by Parallel Processing2020

    • Author(s)
      Hotaka Yagi, Emiko Ishiwata, and Hidehiko Hasegawa
    • Organizer
      International Conference on High performance Computing in Asia-Pacific Region (HPC Asia 2020)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] 行列のグレースケール画像を用いたBiCG法収束予測の試み2019

    • Author(s)
      太田 凌、長谷川秀彦
    • Organizer
      日本応用数理学会 第15回研究部会連合発表会年会, 「行列・固有値の解法とその応用」研究部会
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] Acceleration of Interactive Multiple Precision Arithmetic Toolbox MuPAT by FMA, SIMD, and OpenMP2019

    • Author(s)
      Hotaka Yagi, Emiko Ishiwata, and Hidehiko Hasegawa
    • Organizer
      International Conference of Parallel Computing (ParCo 2019)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] Accelaration of MuPAT on MATLAB/scilab Using Parallel Processing2018

    • Author(s)
      Hotaka Yagi, Emiko Ishiwata, and Hidehiko Hasegawa
    • Organizer
      the eighteenth SIAM Conference on Parallel Processing for Scientific Computing (PP18)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] 並列処理を用いた対話的多倍長演算環境 MuPAT の高速化2018

    • Author(s)
      八木 武尊, 長谷川 秀彦, 石渡 恵美子
    • Organizer
      第17回情報科学技術フォーラム
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] 多倍長精度浮動小数点演算の並列化2018

    • Author(s)
      八木武尊, 菱沼利彰, 石渡恵美子, 長谷川秀彦
    • Organizer
      日本応用数理学会 2018年度年会, 「正会員主催OS:多倍長精度浮動小数点演算の高速化手法と応用」
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] Strategy of Precision Switching for Mixed Precision Iterative Method2018

    • Author(s)
      Masaki Suwa, Akihiro Fujii, Teruo Tanaka, Hidehiko Hasegawa
    • Organizer
      10th International Workshop on Parallel Matrix Algorithms and Applications (PMAA 18)
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-18K11340
  • [Presentation] DD-AVX Library2017

    • Author(s)
      Hidehiko Hasegawa, Toshiaki Hishinuma, and Teruo Tanaka
    • Organizer
      ITBL booth's poster presentation at SC17
    • Data Source
      KAKENHI-PROJECT-17K00164
  • [Presentation] Robust and Fast BiCG Method using SIMD-Accelerated DD Arithmetic2017

    • Author(s)
      H. Hasegawa and T. Hishinuma
    • Organizer
      The International Conference on Preconditioning Techniques for Scientific and Industrial Applications (Preconditioning 2017), Poster Presentation
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Presentation] MATLAB上での高精度演算の実装について2017

    • Author(s)
      長谷川 秀彦, 椎葉 健, 石渡 恵美子
    • Organizer
      第16回情報科学技術フォーラム
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Presentation] SIMD Parallel Sparse Matrix-Vector and Transposed-Matrix-Vector Multiplication in DD Precision2016

    • Author(s)
      Toshiaki Hishinuma, Hidehiko Hasegawa, Teruo Tanaka
    • Organizer
      12th International Meeting on High Performance Computing for Computational Science(VECPAR2016)
    • Place of Presentation
      ポルト、ポルトガル
    • Year and Date
      2016-06-28
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] Eigenvalue computation using High Precision Arithmetic Toolbox MuPAT on Scilab2015

    • Author(s)
      Kohei Asami, Ryoya Ino, Emiko Ishiwata, and Hidehiko Hasegawa
    • Organizer
      Poster presentation at International Workshop on Eigenvalue Problems: Algorithms; Software and Applications, in Petascale Computing
    • Place of Presentation
      EPOCHAL TSUKUBA, Tsukuba, Japan
    • Year and Date
      2015-09-14
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Presentation] DD-AVX: Library of high-precision operations accelerated by AVX2015

    • Author(s)
      Toshiaki Hishinuma, Teruo Tanaka, Akihiro Fujii, and Hidehiko Hasegawa
    • Organizer
      Supercomputing 2015 (SC15), ITBL Booth
    • Place of Presentation
      アトランタ(米国)
    • Year and Date
      2015-11-15
    • Int'l Joint Research
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] AVXを用いた倍々精度疎行列ベクトル積の高速化2014

    • Author(s)
      菱沼利彰, 藤井昭宏,長谷川秀彦, 田中輝雄
    • Organizer
      第4回多倍長精度計算フォーラム
    • Place of Presentation
      東京 工学院大学
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] Fast computation of double precision sparse matrix in BCRS and DD vector product using AVX22014

    • Author(s)
      Toshiaki Hishinuma, Akihiro Fujii, Teruo Tanaka, and Hidehiko Hasegawa
    • Organizer
      11th International Meeting High Performance Computing for Computational Science(VECPAR)
    • Place of Presentation
      アメリカ ユージーン
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] 疎行列ベクトル積に対する OpenMP スケジューリング方式の分析2014

    • Author(s)
      菱沼利彰,田中輝雄, 長谷川秀彦
    • Organizer
      情報処理学会HPCS2014
    • Place of Presentation
      東京
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] AVX Acceleration of DD Arithmetic between a Sparse Matrix and Vector2013

    • Author(s)
      Toshiaki Hishinuma, Akihiro Fujii, Teruo Tanaka, and Hidehiko Hasegawa
    • Organizer
      10th International Conference on Parallel Processing and Applied Mathematics (PPAM2013)
    • Place of Presentation
      ポーランド,ワルシャワ
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] Effectiveness of sparse data structure for double-double and quad-double arithmetics2013

    • Author(s)
      T. Saito, S. Kikkawa, E. Ishiwata, and H. Hasegawa
    • Organizer
      the Tenth International Conference on Parallel Processing and Applied Mathematics (PPAM 2013)
    • Place of Presentation
      Polish-Japanese Institute of Information Technology, Warsaw, Poland
    • Data Source
      KAKENHI-PROJECT-25330141
  • [Presentation] Parallel Sieve Processing on Vector Processor and GPU2012

    • Author(s)
      Yasunori Ushiro, Yoshinari Fukui, Hidehiko Hasegawa
    • Organizer
      15th SIAM Conference on Parallel Processing for Scientific Computing
    • Place of Presentation
      Savannah, GA, U.S.A.
    • Year and Date
      2012-02-16
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Parallel SieveProcessing on Vector Processor and GPU2012

    • Author(s)
      Yasunori Ushiro, Yoshinari Fukui, and Hidehiko Hasegawa
    • Organizer
      Talk at the fifteenth SIAM Conference on Parallel Processing for Scientific Computing (PP12)
    • Place of Presentation
      Hyatt Regency Savannah, Savannah, Georgia USA
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Multiple-component型高精度演算環境の構築とその応用2011

    • Author(s)
      斎藤翼, 石渡恵美子, 長谷川秀彦
    • Organizer
      第40回数値解析シンポジウム(ポスターセッション)
    • Place of Presentation
      鳥羽シーサイドホテル
    • Year and Date
      2011-06-21
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Effectiveness of Partial Use of Quadruple Precision Arithmetic with QuPAT to Iterative Methods2011

    • Author(s)
      Tsubasa Saito, Emiko Ishiwata, andHidehiko Hasegawa
    • Organizer
      Talk at the 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011)
    • Place of Presentation
      Talk at the 7th International Congress on Industrial and Applied Mathematics (ICIAM 2011)
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Multiple-component型高精度演算環境の構築とその応用2011

    • Author(s)
      斎藤翼, 石渡恵美子, 長谷川秀彦
    • Organizer
      第40回数値解析シンポジウムNAS2011, 鳥羽シーサイドホテル
    • Place of Presentation
      三重
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] 高速なScilab用高精度演算環境の実装2011

    • Author(s)
      吉川慧子, 齋藤翼, 石渡恵美子, 長谷川秀彦
    • Organizer
      日本応用数理学会「行列・固有値の解法とその応用」研究部会の第12回研究会
    • Place of Presentation
      東京, 国立情報学研究所
    • Year and Date
      2011-11-21
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Effectiveness of Partial Use of Quadruple Precision Arithmetic with QuPAT to Iterative Methods2011

    • Author(s)
      Tsubasa Saito, Emiko Ishiwata, Hidehiko Hasegawa
    • Organizer
      ICIAM 2011--7th International Congress on Industrial and Applied Mathematics
    • Place of Presentation
      Vancouver, BC, Canada
    • Year and Date
      2011-07-19
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] 高速なScilab用高精度演算環境の実装2011

    • Author(s)
      吉川慧子, 齋藤翼, 石渡恵美子, 長谷川秀彦
    • Organizer
      日本応用数理学会「行列・固有値の解法とその応用」研究部会の第12回研究会
    • Place of Presentation
      国立情報学研究所
    • Year and Date
      2011-11-21
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Scilabにおける4倍精度演算環境Toolbox「QuPAT」の開発2010

    • Author(s)
      齋藤翼, 石渡恵美子, 長谷川秀彦
    • Organizer
      第15回計算工学講演会論文集, 第15巻第2号, 福岡
    • Place of Presentation
      九州大学医学部百年講堂
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] 反復法における4倍精度演算と倍精度演算の組み合わせ法について2010

    • Author(s)
      長谷川秀彦, 小武守恒
    • Organizer
      第15回計算工学講演会論文集, 第15巻第2号
    • Place of Presentation
      九州大学医学部百年講堂
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Application of Double-Double arithmetic for Iterative2010

    • Author(s)
      Hidehiko Hasegawa and Hisahi Kotakemori
    • Organizer
      Methods at the 6th International Workshop on Parallel Matrix Algorithmsand Applications (PMAA '10)
    • Place of Presentation
      Basel, Switzerland
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] 反復法における4倍精度演算と倍精度演算の組み合わせ法について2010

    • Author(s)
      長谷川秀彦
    • Organizer
      第15回計算工学講演会
    • Place of Presentation
      九州大学医学部百年講堂
    • Year and Date
      2010-05-28
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] Developmrnt of Quadruple Precision Arithmetic Toolbox QuPAT on Scilab2010

    • Author(s)
      T. Saito, E. Ishiwata, and H. Hasegawa
    • Organizer
      Lecture Notes in Computer Science 6017, pp. 60-70, Springer, 2010 at The International Conference on Computational Science and its Applications (ICCSA 2010)
    • Place of Presentation
      Fukuoka, Japan
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] 倍精度演算を用いた4倍精度演算環境の実装と効果2009

    • Author(s)
      齋藤翼, 石渡恵美子, 長谷川秀彦
    • Organizer
      日本応用数理学会2009年度年会講演予稿集, 豊中
    • Place of Presentation
      大阪大学豊中キャンパス
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] 古典的アルゴリズムによる大規模対称帯行列の固有値解析2009

    • Author(s)
      長谷川秀彦
    • Organizer
      第14回計算工学講演会論文集, 第14巻第1号
    • Place of Presentation
      東京大学生産技術研究所
    • Data Source
      KAKENHI-PROJECT-21500030
  • [Presentation] AVX2を用いた倍々精度反復解法の高速化

    • Author(s)
      菱沼利彰, 藤井昭宏, 田中輝雄, 長谷川秀彦
    • Organizer
      情報処理学会ハイパフォーマンスコンピューティング研究発表会, Vol.2015-HPC-148
    • Place of Presentation
      別府
    • Year and Date
      2015-03-02 – 2015-03-03
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] Fast computation of double precision sparse matrix in BCRS and DD vector product using AVX2

    • Author(s)
      Toshiaki Hishinuma, Akihiro Fujii, Teruo Tanaka, and Hidehiko Hasegawa
    • Organizer
      11th International Meeting HighPerformance Computing for Computional Science (VECPAR2014)
    • Place of Presentation
      Eugene,Oregon, USA
    • Year and Date
      2014-07-01 – 2014-07-03
    • Data Source
      KAKENHI-PROJECT-25330144
  • [Presentation] 高精度演算を用いた混合精度反復法

    • Author(s)
      長谷川 秀彦
    • Organizer
      日本応用数理学会 三部会連携「応用数理セミナー」
    • Place of Presentation
      東京大学本郷キャンパス,東京都文京区
    • Invited
    • Data Source
      KAKENHI-PROJECT-25330141
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  • 2.  石渡 恵美子 (30287958)
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  • 19.  OYANAGI Yoshio (60011673)
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  • 20.  FUJINO Seiji (40264965)
    # of Collaborated Projects: 1 results
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  • 21.  HAYAMI Ken (20251358)
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