Morikuni Keiichi

Affiliation
Faculty of Engineering, Information and Systems
Official title
Assistant Professor
URL
Research fields
Mathematical informatics
Computational science
Foundations of mathematics/Applied mathematics
Research keywords
Numerical Computation
Numerical Analysis
Numerical Linear Algebra
Research projects
Development of complex moment-based methods and mathematical risk avoidance techniques for infinite dimensional eigenvalue probl2021-04 -- (current)Imakura, A.Japan Society of for the Promotion of Science/Grant-in-Aid for Scientific Research (B)17,030,000Yen
Robust and Efficient Numerical Methods for Matrix Problems with Singularity2020-04 -- (current)Keiichi MorikuniJapan Society of for the Promotion of Science/Grant-in-Aid for Early-Career Scientists4,290,000Yen
非線形変数変換を用いた積分型固有値解法による固有値解析技術の開発2018-04 -- (current)Sakurai, T.Japan Society of for the Promotion of Science/Grant-in-Aid for Scientific Research(B)16,770,000Yen
Convergence Analysis of Krylov Subspace Methods for Singular Systems in Finite Precision Arithmetic2018-10 -- 2018-10Morikuni, K.University of Tsukuba/Short-Term Overseas Travel Grant Program in 2018400,000Yen
精度保証および耐障害技術に基づく周回積分型固有値解法のリスク回避2018-07 -- 2019-03今倉 暁筑波大学/システム情報系若手融合研究プロジェクト500,000Yen
Contour Integral-type Eigensolvers with Perturbation-Proofness for Rectangular Matrix Pencils2017-08 -- 2018-07Morikuni, K.The Hattori Hokokai Foundation, Public Interest Incorporated Foundation/Grant-in-Aid for Engineering Research1,000,000Yen
精度保証および耐障害技術に基づく周回積分型固有値解法のリスク回避2017-07 -- 2018-03Imakura, A.筑波大学/システム情報系若手融合研究プロジェクト500,000Yen
精度保証および耐障害技術に基づく周回積分型固有値解法のリスク回避2016-07 -- 2017-03Imakura, A.筑波大学/システム情報系若手融合研究プロジェクト300,000Yen
Robust and efficient solutions of large sparse constrained eigenvalue problems2016-04 -- 2021-03Morikuni, K.Japan Society of for the Promotion of Science/Grant-in-Aid for Scientific Research4,030,000Yen
Design and analysis of solution methods for large-scale least squares problems2010-06 -- 2010-07Morikuni, K.The Graduate University for Advanced Studies/Sokendai Short-stay Study Abroad Program 2010400,000Yen
Career history
2015-06 -- (current)University of TsukubaDivision of Information Engineering, Faculty of Engineering, Information and SystemsAssistant Professor
2014-04 -- 2015-05Czech Academy of SciencesInstitute of Computer SciencePostdoctoral Fellow (Czech Academy of Sciences Program of PostDoc Support)
2013-04 -- 2014-03National Institute of InformaticsFunding Program for World-Leading Innovative R&D on Science and Technology (FIRST) "Development of the Fastest Database Engine for the Era of Very Large Database and Experiment and Evaluation of StraProject researcher, Uno Laboratory
2008-05 -- 2013-02National Institute of InformaticsHayami LaboratoryResearch assistant
Academic background
2008-04 -- 2013-03The Graduate University for Advanced Studies (SOKENDAI) School of Multidisciplinary Sciences Department of Informatics (Five-year Doctoral Program)
2004-04 -- 2008-03Kyushu University School of Design Department of Acoustic Design
Degree
2013-03Doctor of PhilosophyThe Graduate University for Advanced Studies
2008-03Bachelor of DesignKyushu University
Academic societies
2013 -- (current)ILAS (International Linear Algebra Society)
2012 -- (current)SIAM (Society for Industrial and Applied Mathematics)
2008 -- (current)The Japan Society for Industrial and Applied Mathematics (JSIAM)
2014 -- 2014Information Processing Society of Japan
2008 -- 2013Acoustical Society of Japan
Honors & Awards
2018-09Best Poster Award at the 2018 JSIAM Annual Meetingスペクトラル特徴量スケーリングの多クラス分類問題への拡張
2017-09Best poster award at the 2017 JSIAM Annual Meeting複素モーメントの誤差評価を用いた周回積分型精度保証付き部分固有値計算 (Contour integral-type verified partial eigenvalue computation via errors of complex moments)
2017-06Best Presentation Award for Young Researchers at the 2016 JSIAM Annual Meeting長方行列束の固有値問題に対する周回積分型解法 (Contour integral-type method for eigenproblems of rectangular matrix pencils)
2015-02Inoue Research Award for Young ScientistsInner-iteration preconditioning for least squares problems
2013-07SIAM Student Paper PrizeInner-Iteration Krylov Subspace Methods for Least Squares Problems, SIAM J. Matrix Anal. Appl., 34 (2013), pp. 1-22"
2013-03The Graduate University for Advanced Studies Nagakura Research Incentive AwardInner-iteration preconditioning for large-scale ill-conditioned least squares problems
2013-03The Graduate University for Advanced Studies Research AwardInner-iteration preconditioning for large-scale ill-conditioned least squares problems
2013-03National Institute of Informatics (NII) Best Student Award
Articles
Books
  • 第3章 最小二乗乗問題の数値解法, 3.2 反復法
    保國 惠一
    数値線形代数の数理とHPC/共立出版/pp.141-158, 2018-08
  • Inner-iteration Preconditioning for Least Squares Problems
    保國 惠一
    2013
Conference, etc.
  • A projection method for eigenvalue problems of linear nonsquare matrix pencils
    保國 惠一; 今倉 暁
    Numerical Analysis for Future Information Society: from Edge to Fugaku/2022-10-12--2022-10-14
  • GMRES methods for tomographic reconstruction with an unmatched back projector
    Ken Hayami; Per Christian Hansen; Keiichi Morikuni
    18th Joint Meeting of Special Activity Groups 2022, The Japan Society of Industrial and Applied Mathematics/2022-03-08--2022-03-09
  • Implementation of interior-point methods for LP using Krylov methods preconditioned by inner iterations
    Yiran Cui; Keiichi Morikuni; Takashi Tsuchiya; Ken Hayami
    Workshop on Continuous Optimization and Related Topics/2021-11-27--2021-11-28
  • GMRES methods for tomographic reconstruction with an unmatched back projector
    Hansen Per Christian; Hayami Ken; Morikuni Keiichi
    36th SIP Symposium 2021, online/2021-11-09--2021-11-12
  • GMRES methods for tomographic reconstruction with an unmatched back projector
    Hansen Per Christian; Hayami Ken; Morikuni Keiichi
    Numerical Methods and Scientific Computing (NMSC21)/2021-11-08--2021-11-12
  • Normal equations can be more stable than equations
    Hayami Ken; Liao Zeyu; Morikuni Keiichi; Yin Jun-Feng
    Numerical Methods and Scientific Computing (NMSC21)/2021-11-08--2021-11-12
  • Eigensolvers using complex moments for operators
    Imakura Akira; Morikuni Keiichi; Takayasu Akitoshi
    Numerical Methods and Scientific Computing (NMSC21)/2021-11-08--2021-11-12
  • Analysis of the stabilized GMRES method
    Hayami Ken; Liao Zeyu; Morikuni Keiichi; Yin Jun-Feng
    JSIAM Annual Meeting 2021/2021-09-07--2021-09-09
  • Projection method for eigenproblems of linear nonsquare matrix pencils
    保國 惠一
    JSIAM Annual Meeting 2021/2021-09-07--2021-09-09
  • Implementation of interior-point methods for LP based on Krylov subspace iterative solvers with inner-iteration preconditioning
    Cui Yiran; Morikuni Keiichi; Tsuchiya Takashi; Hayami Ken
    The 22nd Conference of the International Federation of Operational Research Societies (IFORS 2021), online/2021-08-23--2021-08-27
  • 無限次元固有値問題に対する複素モーメント型解法
    今倉 暁; 保國 惠一; 高安 亮紀
    2021年並列/分散/協調処理に関するサマー・ワークショップ (SWoPP2021), オンライン/2021-07-19--2021-07-21
  • GMRES Methods for Tomographic Reconstruction with an Unmatched Back Projector
    Hansen P. C.; Morikuni K.; Hayami K.
    SIAM Conference on Applied Linear Algebra (LA21)/2021-05-17--2021-05-23
  • On the Residual Gap of Block Lanczos-Type Methods and Its Remedy by Cross-Interactive Residual Smoothing
    Aihara K.; Imakura A.; Morikuni K.
    SIAM Conference on Applied Linear Algebra (LA21)/2021-05-17--2021-05-23
  • Kaczmarz-Type Inner-Iteration Preconditioned Flexible GMRES Methods for Consistent Linear Systems
    Du Y.-S.; Hayami K.; Zheng N.; Morikuni K.; Yin J.-F.
    SIAM Conference on Applied Linear Algebra (LA21)/2021-05-17--2021-05-23
  • Complex Moment-Based Methods for Differential Eigenvalue Problems
    Imakura A.; Morikuni K.; Takayasu A.
    SIAM Conference on Applied Linear Algebra (LA21)/2021-05-17--2021-05-23
  • Unmatched Projector/Backprojector Pairs and Algebraic Iterative Reconstruction
    Hansen P.C.; Dong Y.; Elfving T.; Hayami K.; Hochstenbach...
    Second Workshop on Numerical Algebra, Algorithm and Analysis/2021-03-16--2021-03-17
  • Kaczmarz-type inner-iteration preconditioned flexible GMRES methods for consistent linear systems
    Du Y.; Hayami K.; Zheng N.; Morikuni K.; Yin J.-F.
    Second Workshop on Numerical Algebra, Algorithm and Analysis/2021-03-16--2021-03-17
  • Implementation of interior-point methods for LP based on Krylov subspace iterative solvers with inner-iteration preconditioning
    Cui Y.; Morikuni K.; Tsuchiya T.; Hayami K.
    Second Workshop on Numerical Algebra, Algorithms and Analysis, online/2021-03-16--2021-03-17
  • Verifying eigenvalues of generalized Hermitian eigenproblems using contour integrals
    Imakura A.; Morikuni K.; Takayasu A.
    Second Workshop on Numerical Algebra, Algorithms and Analysis, online/2021-03-16--2021-03-17
  • 複数右辺ベクトルを持つ線形方程式に対するblock generalized CGS法
    今倉 暁; 相原 研輔; 保國 惠一
    日本応用数理学会 第17回研究部会連合発表会, オンライン/2021-03-04--2021-03-05
  • Sylvester方程式に対するglobal Krylov部分空間法のresidual gap評価とその改善
    相原 研輔; 今倉 暁; 保國 惠一
    日本応用数理学会 第17回研究部会連合発表会, オンライン/2021-03-04--2021-03-05
  • 漸化式に着目したblock Krylov部分空間法のresidual gap評価と残差スムージング
    相原 研輔; 今倉 暁; 保國 惠一
    日本応用数理学会「行列・固有値問題の解法とその応用」研究部会 第30回研究会, オンライン/2020-12-07--2020-12-07
  • エルミート行列レゾルベントの二次形式に対するシフト付きランチョス法
    保國 惠一
    日本応用数理学会 2020年 研究部会連合発表会, 東京/2020-03-04--2020-03-05
  • 対称行列レゾルベントの双線形形式に対するshifted Lanczos法
    保國 惠一
    日本応用数理学会「行列・固有値問題の解法とその応用」研究部会 第28回研究会/2019-12-02--2019-12-02
  • Time series motif discovery in matrix profiles via low-rank approximation
    Morikuni K. (保國 惠一)
    Japan SIAM Annual Meeting 2019, Tokyo, Japan/2019-09-03--2019-09-05
  • more...
Works
  • MATLAB codes for a projection method for eigenvalue problems of linear nonsquare matrix pencils
    Morikuni Keiichi
  • NIILP: Linear Program Solver
    Cui Y.; Morikuni K.; Tsuchiya T.; Hayami K.
  • Implementation of AB-GMRES preconditioned by NE-SOR inner iterations
    Morikuni K.; Hayami K.
  • Implementation of BA-GMRES preconditioned by NR-SOR inner iterations
    Morikuni K.; Hayami K.
  • Splspc: Sparse Least Squares Preconditioned methods
    Hayami K.; Morikuni K.; Cui X.; Yin J.-Y.; Ito T.; Goepfe...
Teaching
2022-04 -- 2022-08Computer Science Seminar BUniversity of Tsukuba.
2022-10 -- 2023-02Computer Science Seminar BUniversity of Tsukuba.
2022-10 -- 2023-02Basic Experiments in Human BiologyUniversity of Tsukuba.
2022-10 -- 2023-02Computer Science Seminar BfUniversity of Tsukuba.
2022-10 -- 2023-02Seminar in Computer Science fUniversity of Tsukuba.
2022-10 -- 2023-02Research in Computer Science fUniversity of Tsukuba.
2022-10 -- 2023-02Research in Computer Science IfUniversity of Tsukuba.
2022-04 -- 2022-08Research in Computer Science IUniversity of Tsukuba.
2022-10 -- 2023-02Research in Computer Science IUniversity of Tsukuba.
2022-04 -- 2022-08Seminar in Computer Science sUniversity of Tsukuba.
more...
Other educational activities
2021-04 -- (current)情報科学特別演習, 情報特別演習I, 情報特別演習II世話人(ソフトウェアサイエンス主専攻)筑波大学
2019-04 -- (current)クラス担任筑波大学
2018-04 -- 2020-03情報科学概論II ソフトウェアサイエンス主専攻 世話人筑波大学
2018-04 -- 2019-03情報科学概論I ソフトウェアサイエンス主専攻 世話人筑波大学
2017-04 -- 2019-03Facilitator, CS Seminar, Department of Computer ScienceUniversity of Tsukuba
Professional activities
2022-04 -- (current)The Japan Society for Industrial and Applied MathematicsRepresentative Member
2021-04 -- (current)The Japan Society for Industrial and Applied MathematicsEditorial Board of Transactions of the Japan Society for Industrial and Applied Mathematics/Editor
2021-04 -- (current)The Japan Society for Industrial and Applied MathematicsChair, Activity Group on Algorithms for Matrix / Eigenvalue Problems and their Applications
2018-04 -- (current)The Japan Society for Industrial and Applied MathematicsSecretary, Activity Group on Algorithms for Matrix / Eigenvalue Problems and their Applications
2018-04 -- 2022-03The Japan Society for Industrial and Applied MathematicsEditor, JSIAM Letters
2021-11 -- 2021-11Workshop on Continuous Optimization and Related TopicsOrganizer
2021-03 -- 2021-03Second Workshop on Numerical Algebra, Algorithms, and AnalysisOrganizing Committee
2018-04 -- 2021-03The Japan Society for Industrial and Applied MathematicsEditor, Bulletin of the Japan Society for Industrial and Applied Mathematics
2018-06 -- 2018-06Numerical Analysis Symposium 2018Executive Committee Member
2018-03 -- 2018-03International Workshop on Eigenvalue Problems (EPASA2018)Local Chair, Organizing Committee
more...
University Management
2022-04 -- (current)スポーツ・デー運営委員会委員
2019-04 -- (current)ヒューマニクス学位プログラム学生支援委員会委員
2015-06 -- (current)ヒューマンバイオロジー学位プログラム教務委員会委員
2019-04 -- 2022-03情報科学類カリキュラム委員会委員
2019-04 -- 2021-03CS専攻広報委員会委員
2019-04 -- 2021-03ファカルティデベロップメント (FD) 委員会委員
2018-04 -- 2020-03スポーツ・デー運営委員会委員
2016-04 -- 2018-03情報科学類計算機運用委員会委員

(Last updated: 2022-11-30)