• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to previous page

Synthetical development of fast numerical methods for solving large-scale linear systems which arise g from the field of computational science and engineerin

Research Project

Project/Area Number 15360042
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Engineering fundamentals
Research InstitutionNagoya University (2005-2006)
The University of Tokyo (2003-2004)

Principal Investigator

ZHANG Shao-liang  Nagoya University, Graduate School of Engineering, Professor, 大学院工学研究科, 教授 (20252273)

Co-Investigator(Kenkyū-buntansha) OYANAGI Yoshio  Kogakuin University, Faculty of Informatics, professor, 情報学部, 教授 (60011673)
FUJINO Seiji  Kyusyu University, Computing and Communications Center, Professor, 情報基盤センター, 教授 (40264965)
HAYAMI Ken  National Institute of Informatics, Principles of Informatics Research Division, Professor, 情報学基礎研究系, 教授 (20251358)
HASEGAWA Hidehiko  University of Tsukuba, Graduate school of Library Information and Media Studies, Associate Professor, 図書館情報学系, 助教授 (20164824)
ABE Kuniyoshi  Gifu Shotoku Gakuen, Economics and Information, Associate Professor, 経済情報学部, 助教授 (10311086)
Project Period (FY) 2003 – 2006
Project Status Completed (Fiscal Year 2006)
Budget Amount *help
¥15,200,000 (Direct Cost: ¥15,200,000)
Fiscal Year 2006: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2005: ¥1,900,000 (Direct Cost: ¥1,900,000)
Fiscal Year 2004: ¥5,400,000 (Direct Cost: ¥5,400,000)
Fiscal Year 2003: ¥5,900,000 (Direct Cost: ¥5,900,000)
Keywordslarge-scale 1inear systems / fast numerical method / Krylov-subspace method / preconditioning technique / super computer / parallel computer / singular matrix / library / 大規模線形方程式 / 可変的前処理 / 電子構造計算 / Toeplitz行列 / Bi-CR法 / COCR法
Research Abstract

The target of this project is synthetically to develop fast numerical methods for solving large-scale linear systems which arise from the field of computational science and engineering. Throughout the whole of this project, we completed almost the target.
The research results of this project are concluded as follows.
1. The circumstance of applications which lead large linear systems was investigated by all of numbers.
2. The coefficient matrix of linear systems was classified from size, structure and algebra.
3. The convergent property of new methods GPBi-CG(ω) and GPBi-CG was evaluated through many test problems.
4. The convergence theory for singular linear systems was studied.
5. Several kinds of preconditioning technique was studied.
6. A new fast and basic method, so-called Bi-CR, was proposed.
7. A new systems of parallel computer was built for this project.
8. A new web server system for large linear system was built almost.

Report

(5 results)
  • 2006 Annual Research Report   Final Research Report Summary
  • 2005 Annual Research Report
  • 2004 Annual Research Report
  • 2003 Annual Research Report
  • Research Products

    (67 results)

All 2007 2006 2005 2004 2003 Other

All Journal Article (55 results) Book (6 results) Publications (6 results)

  • [Journal Article] COCR method for solving complex symmetric linear systems2007

    • Author(s)
      T.Sogabe
    • Journal Title

      Journal of Computational and Applied Mathematics 199

      Pages: 297-303

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A COCR method for solving complex symmetric linear systems2007

    • Author(s)
      T.Sogabe
    • Journal Title

      Journal of Computational and Applied Mathematics Vol. 199

      Pages: 297-303

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Convergence Analysis of GMRES Methods for Least Squares Problems2007

    • Author(s)
      K.Hayami, T.Ito
    • Journal Title

      Frontiers of Computational Science(in Y. Kaneda, H. Kawamura and M. Sasai eds.)( Springer-Verlag)

      Pages: 181-187

    • Related Report
      2006 Annual Research Report
  • [Journal Article] MRTR法の複素対称線形方程式ヘの拡張2007

    • Author(s)
      塩出 亮, 阿部 邦美, 藤野 清次
    • Journal Title

      日本応用数理学会論文誌 17・1

      Pages: 27-42

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A COCR method for solving complex symmetric linear systems2007

    • Author(s)
      T.Sogabe, S.-L.Zhang
    • Journal Title

      J. Comput. Appl. Math. 199

      Pages: 297-303

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A numerical method for calculating the Green's function arising from electronic structure theory2007

    • Author(s)
      T.Sogabe, T.Hoshi, S.-L.Zhang, T.Fujiwara
    • Journal Title

      Frontiers of Computational Science(in Y. Kaneda, H. Kawamura and M. Sasai eds.)( Springer-Verlag)

      Pages: 189-195

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 非対称行列用共役残差法に基づく積型反復解法2007

    • Author(s)
      阿部 邦美, 曽我部 知広, 藤野 清次, 張 紹良
    • 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論文誌) (印刷中)

    • NAID

      110006274058

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Linear algebraic calculation of Green's function for large-scale electronic structure theory2006

    • Author(s)
      R.Takayama
    • Journal Title

      Phys. Rev. B 73

      Pages: 1-9

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 脳磁界逆問題で生じる連立代数方程式の数値解法2006

    • Author(s)
      石井 政行
    • Journal Title

      日本応用数理学会論文誌 16・3

      Pages: 135-147

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 対角補償型ILUC分解前処理の性能評価2006

    • Author(s)
      藤原 牧
    • Journal Title

      日本応用数理学会論文誌 16・4

      Pages: 481-496

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Linear algebraic calculation of Green's function for large-scale electronic structure theory2006

    • Author(s)
      R.Takayama
    • Journal Title

      Phys. Rev. B Vol. 73

      Pages: 1-9

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] The Numerical Solution of Systems of Algebraic Equations arising in a Magnetoencephalography Inverse Problem2006

    • Author(s)
      M.Ishii
    • Journal Title

      Transactions of the Japan Society for Industrial and Applied Mathematics Vol.16, No 3

      Pages: 135-147

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Performance Evaluation of Diagonal-Compensated ILUC Decomposition Preconditioner2006

    • Author(s)
      M.Fujiuwara
    • Journal Title

      Transactions of the Japan Society for Industrial and Applied Mathematics Vol.16, No4

      Pages: 481-496

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] ORTHOMIN(m)法の変形とその特異な系ヘの適用2006

    • Author(s)
      阿部 邦美, 張 紹良
    • Journal Title

      日本応用数理学会論文誌 16・4

      Pages: 385-398

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Application of MRTR Method for Solving Complex Symmetric Linear Systems2006

    • Author(s)
      A.Shiodeo, K.Abe, S.Fujino
    • Journal Title

      Systems Modeling and Simulation(Theory and Applications)(eds. by K. Koyamada, S. Tamura and O. Ono)(Springer)

      Pages: 108-112

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Varinat of Orthomin(m) Method for Solving Linear Systems2006

    • Author(s)
      K.Abe, S.-L.Zhang
    • Journal Title

      ICNAAM 2006 proceedings, WILEY-VCH

      Pages: 15-18

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 対角補償型ILUC分解前処理の性能評価2006

    • Author(s)
      藤原 牧, 藤野 清次
    • Journal Title

      日本応用数理学会論文誌 16・4

      Pages: 481-496

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 代数マルチブロック技法によるICCG法の並列性能の向上2006

    • Author(s)
      染原 一仁, 藤野 清次
    • Journal Title

      情報処理学会論文誌 コンピュータシステム 47・SIG18

      Pages: 21-30

    • NAID

      110004862634

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 対角要素を事前に補償する非対称行列用前処理の提案2006

    • Author(s)
      藤原 牧, 藤野 清次
    • Journal Title

      情報処理学会論文誌 コンピュータシステム 47・SIG18

      Pages: 10-20

    • NAID

      110004862633

    • Related Report
      2006 Annual Research Report
  • [Journal Article] ロバストIC分解をベースにした近似逆行列型前処理つきCG法の並列性能評価2006

    • Author(s)
      吉田 正浩, 藤野 清次, 塩出 亮
    • Journal Title

      情報処理学会論文誌 コンピュータシステム 47・SIG18

      Pages: 1-10

    • NAID

      110004862632

    • Related Report
      2006 Annual Research Report
  • [Journal Article] s-version有限要素法による複合材料解析におけるRIF前処理つきCG法の収束性2006

    • Author(s)
      吉田 正浩, 岡田 裕, 藤野 清次, 畑崎 隆雄
    • Journal Title

      Trans. of INFORMATION 9・4

      Pages: 613-619

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 対角要素を補償する修正Crout版ILU分解について2006

    • Author(s)
      藤原 牧, 吉田 正浩, 藤野 清次
    • Journal Title

      Trans. of INFORMATION 9・4

      Pages: 593-599

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 収束の三重の安全鍵を与えるCrout版ILU分解つきBiCGSafe法2006

    • Author(s)
      藤原 牧, 吉田 正浩, 藤野 清次
    • Journal Title

      情報処理学会論文誌 コンピュータシステム 47・SIG17

      Pages: 52-60

    • NAID

      110006391166

    • Related Report
      2006 Annual Research Report
  • [Journal Article] 脳磁界逆問題で生じる連立代数方程式の数値解法2006

    • Author(s)
      石井 政行, 速水 謙
    • Journal Title

      日本応用数理学会論文誌 16・3

      Pages: 135-147

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Application of the GMRES method to singular systems and least squares Problems2006

    • Author(s)
      K.Hayami, T.Ito
    • Journal Title

      Proceedings of the Seventh China-Japan Seminar on Numerical Mathematics(in Z. -C. Shi and H. Okamoto eds. ) (Science Press)

      Pages: 33-44

    • Related Report
      2006 Annual Research Report
  • [Journal Article] Linear algebraic calculation of Green's function for large-scale electronic structure theory2006

    • Author(s)
      R.Takayama, T.Hoshi, T.Sogabe, S.-L.Zhang, T.Fujiwara
    • Journal Title

      Phys. Rev. B73, 165108

      Pages: 1-9

    • Related Report
      2006 Annual Research Report
  • [Journal Article] An iterative method based on an A-biorthogonalization process for nonsymmetric linear systems2006

    • Author(s)
      T.Sogabe, S.-L.Zhang
    • Journal Title

      in : Proceedings of The 7th China-Japan Seminar on Numerical Mathematics(eds. Z.-C. Shi and H. Okamoto)(Science Press)

      Pages: 120-130

    • Related Report
      2006 Annual Research Report
  • [Journal Article] CRS : a fast algorithm based on Bi-CR for solving nonsymmeric linear systems2006

    • Author(s)
      T.Sogabe, S.-L.Zhang
    • Journal Title

      北海道大学数学講究録 112

      Pages: 15-18

    • Related Report
      2006 Annual Research Report
  • [Journal Article] A Variable Preconditioning Using the SOR Method for GCR-like Methods2005

    • Author(s)
      K.Abe
    • Journal Title

      International J. of Numerical Analysis & Modeling 2

      Pages: 147-162

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 共役残差法の非対称行列用への拡張2005

    • Author(s)
      曽我部知広
    • Journal Title

      日本応用数理学会論文誌 15・3

      Pages: 445-459

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Variable Preconditioning Using the SOR Method for GCR-like Methods2005

    • Author(s)
      K.Abe
    • Journal Title

      International J. of Numerical Analysis & Modeling Vol. 2

      Pages: 147-162

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] An Extension of the Conjugate Residual Method for Solving Nonsymmetric Linear Systems2005

    • Author(s)
      T.Sogabe
    • Journal Title

      Transactions of the Japan Society for Industrial and Applied Mathematics Vol.15, No 3

      Pages: 445-459

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 共役残差法の非対称行列用への拡張2005

    • Author(s)
      曽我部知広, 杉原正顯, 張紹良
    • Journal Title

      日本応用数理学会論文誌 15-3

      Pages: 445-459

    • Related Report
      2005 Annual Research Report
  • [Journal Article] 非対称Toeplitz行列のための置換行列による前処理2005

    • Author(s)
      曽我部知広, 鄭波, 橋本康, 張紹良
    • Journal Title

      日本応用数理学会論文誌 15-2

      Pages: 159-168

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A variable preconditioning using the SOR method for GCR-Like methods2005

    • Author(s)
      K.Abe, S.-L.Zhang
    • Journal Title

      International Journal of Numerical Analysis and Modeling 2-2

      Pages: 147-161

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A variable preconditioning using the SOR method for GCR-Like methods2005

    • Author(s)
      K.Abe, S.-L.Zhang
    • Journal Title

      International Journal of Numerical Analysis and Modeling 2・2

      Pages: 147-161

    • Related Report
      2004 Annual Research Report
  • [Journal Article] CGS法の改良について2004

    • Author(s)
      曽我部知広
    • Journal Title

      日本応用数理学会論文誌 14・1

      Pages: 1-12

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Variant of the 0rthamin(2) Method for Singular Linear Systems2004

    • Author(s)
      K.Abe
    • Journal Title

      Numerical Algorithms 36

      Pages: 189-202

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On an Improvement of the CGS Method2004

    • Author(s)
      T.Sogabe
    • Journal Title

      Transactions of the Japan Society for Industrial and Applied Mathematics Vol.14, No 1

      Pages: 1-12

    • NAID

      110001878242

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Variant of the Orthamin (2) Method for Singular Linear Systems2004

    • Author(s)
      K.Abe
    • Journal Title

      Numerical Algorithms Vol.36

      Pages: 189-202

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] A Variant of the Orthomin(2) Method for Singular Linear Systems2004

    • Author(s)
      K.Abe, S.-L.Zhang, T.Mitsui, C.-H.Jin
    • Journal Title

      Numerical Algorithms 36

      Pages: 189-202

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Extended conjugate residual methods for solving nonsymmtric linear systems2004

    • Author(s)
      T.Sogabe, S.-L.Zhang
    • Journal Title

      in Numerical Linear Algebra and Optimization (Science Press, Beijing)

      Pages: 88-99

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Bi-CR法の積型解法について2004

    • Author(s)
      曽我部知広, 張紹良
    • Journal Title

      数理解析研究所講究録 1362

      Pages: 22-30

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Optimal Broadcast Scheduling on Tree-structured Networks2004

    • Author(s)
      Y.Hourai, A.Nishida, Y.Oyanagi
    • Journal Title

      情報処理学会論文誌コンピュテイングシステム 43・3

      Pages: 100-108

    • NAID

      10012691545

    • Related Report
      2004 Annual Research Report
  • [Journal Article] New Radix-8 FFT Kernel for Multiply-add Instructions2004

    • Author(s)
      A.Nukada, A.Nishida, Y.Oyanagi
    • Journal Title

      in Proceedings of High Performance Computing Symposium 2004

      Pages: 17-24

    • Related Report
      2004 Annual Research Report
  • [Journal Article] Complexity on the order of polynomial sequence used in GPB iCG method and its effect to convergence2003

    • Author(s)
      S.Fujino
    • Journal Title

      Trans. of INFORMATION 6・1

      Pages: 13-23

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] 特異な系に対する共役残差法の収束性について2003

    • Author(s)
      速水 謙
    • Journal Title

      日本応用数理学会論文誌 13・1

      Pages: 1-33

    • NAID

      110001878206

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Parallel Implementation of FFT Algorithm on Distributed Shared Memory Architecture and its Optimization2003

    • Author(s)
      A.Nukada
    • Journal Title

      IPSJ Transactions on Advanced Computing Systems 44・SIG6

      Pages: 1-8

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Parallel AMG Algorithm by Domain Decomposition2003

    • Author(s)
      A.Fujii
    • Journal Title

      IPSJ Transactions on Advanced Computing Systems 44・SIG6

      Pages: 9-17

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Complexity on the order of, polynomial sequence used in GPBiCG method and its effect to convergence2003

    • Author(s)
      S.Fujino
    • Journal Title

      Trans. of INFORMATION Vol.6, No.1

      Pages: 13-23

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] On the Convergence of the Conjugate Residual Method for Singular Systems2003

    • Author(s)
      K.Hayami
    • Journal Title

      Transactions of the Japan Society for Industrial and Applied Mathematics Vol.13, No 1

      Pages: 1-33

    • NAID

      110001878206

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Parallel Implementation of FFT Algorithm on Distributed Shared Memory Architecture and its Optimization2003

    • Author(s)
      A.Nukada
    • Journal Title

      IPSJ Transactions on Advanced Computing Systems Vol. 44, No. SIG 6

      Pages: 1-8

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Parallel AMG Algorithm by Domain Decomposition2003

    • Author(s)
      A.Fujiii
    • Journal Title

      IPSJ Transactions on Advanced Computing Systems Vol. 44, No. SIG 6

      Pages: 9-17

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Journal Article] Linear algebraic calculation of Green's function for large-scale electronic structure theory

    • Author(s)
      R.Takayama, T.Hoshi, T.Sogabe, S.-L.Zhang, T.Fujiwara
    • Journal Title

      Phys.Rev.B (掲載予定)

    • Related Report
      2005 Annual Research Report
  • [Journal Article] A COCR method for solving complex symmetric linear systems

    • Author(s)
      T.Sogabe, S.-L.Zhang
    • Journal Title

      J.Comput.Appl.Math. (掲載予定)

    • Related Report
      2005 Annual Research Report
  • [Book] 日本数学会編集,岩波数学辞典第4版,(固有値の数値計算法の項目)2007

    • Author(s)
      速水 謙
    • Publisher
      岩波書店
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] 日本数学会編集,岩波数学辞典第4版,(連立1次方程式の数値計算法の項目)2007

    • Author(s)
      張 紹良
    • Publisher
      岩波書店
    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Iwanami sugaku jiten 4ed (Koyuuchi no suuchi keisanhou no koumoku)2007

    • Author(s)
      K.Hayami
    • Total Pages
      5
    • Publisher
      Iwanami syoten
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] Iwanami sugaku jiten 4ed (Renritu ichiji houteishiki no suuchikeisanhou no koumoku)2007

    • Author(s)
      Shao-Liang Zhang
    • Total Pages
      6
    • Publisher
      Iwanami syoten
    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2006 Final Research Report Summary
  • [Book] 岩波数学辞典第4版,(固有値の数値計算法の項目)(日本数学会編集)2007

    • Author(s)
      速水 謙, 室田 一雄
    • Publisher
      岩波書店
    • Related Report
      2006 Annual Research Report
  • [Book] 岩波数学辞典第4版,(連立1次方程式の数値計算法の項目)(日本数学会編集)2007

    • Author(s)
      張 紹良, 杉原 正顯, 室田 一雄
    • Publisher
      岩波書店
    • Related Report
      2006 Annual Research Report
  • [Publications] 曽我部知広, 金成海, 阿部邦美, 張紹良: "CGS法の改良について"日本応用数理学会論文誌. 14・1. 1-12 (2004)

    • Related Report
      2003 Annual Research Report
  • [Publications] K.Abe, S.-L.Zhang: "A strategy of fast solvers for elliptic boundary value problems"the proceedings of the 4th International Workshop on Shock Wave/Vortex Interaction. 169-177 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 曽我部知広, 藤野清次, 張紹良: "COCG法の積型解法について"京都大学数理解析研究所講究録. 1320. 201-111 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 中嶋徳正, 藤野清次, 立居場光生: "多数の誘電体円柱の電磁波散乱問題の高速計算について"情報処理学会論文誌 コンピュテイングシステム. 44・1. 18-26 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 速水 謙: "特異な系に対する共役残差法の収束性について"日本応用数理学会論文誌. 13・1. 1-33 (2003)

    • Related Report
      2003 Annual Research Report
  • [Publications] 池田優介, 藤野清次: "二重ドロッピングによる安定化近似逆行列前処理の改良"情報処理学会論文誌 コンピュテイングシステム. 45・1. 10-17 (2003)

    • Related Report
      2003 Annual Research Report

URL: 

Published: 2003-04-01   Modified: 2016-04-21  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi