Futamura Yasunori

フタムラヤスノリ | Futamura Yasunori

Affiliation and department：
Job title： Associate Professor
Homepage URL (1)： https://researchmap.jp/futamura/

Research field (2)： Computational science , High-performance computing

Research keywords (5)： Dimensionality reduction , System of linear equations , Eigenvalue Probrem , High Performance Computing , Numerical Computing

Research theme for competitive and other funds (8)：

2023 - 2028 制約付き固有値問題に基づく局所潜在空間生成とその大規模分散データ解析への応用
2022 - 2025 スペクトラルアルゴリズムによる再現性を指向した高性能並列グラフ解析手法の開発
2021 - 2025 機械学習・次元削減手法による不規則構造のミクロスコピック解析
2019 - 2023 Basic Research for the effect of radiation therapy using artificial intelligence
2019 - 2022 A study of massively parallel high-performance graph partitioning using continuous relaxation-based algorithms

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Papers (59)：

Anh Khoa Augustin Lu, Jianbo Lin, Yasunori Futamura, Tetsuya Sakurai, Ryo Tamura, Tsuyoshi Miyazaki. Extraction of local structure differences in silica based on unsupervised learning. Physical Chemistry Chemical Physics. 2024
Jianbo Lin, Ryo Tamura, Yasunori Futamura, Tetsuya Sakurai, Tsuyoshi Miyazaki. Determination of hyper-parameters in the atomic descriptors for efficient and robust molecular dynamics simulations with machine learning forces. Physical Chemistry Chemical Physics. 2023. 25. 27. 17978-17986
Zhao-Yue Zhang, Lin Ning, Xiucai Ye, Yu-He Yang, Yasunori Futamura, Tetsuya Sakurai, Hao Lin. iLoc-miRNA: extracellular/intracellular miRNA prediction using deep BiLSTM with attention mechanism. Briefings in bioinformatics. 2022. 23. 5
Yun-Hsuan Chang, Cat-Khanh Vuong, Nhat-Hoang Ngo, Toshiharu Yamashita, Xiucai Ye, Yasunori Futamura, Mizuho Fukushige, Mana Obata-Yasuoka, Hiromi Hamada, Motoo Osaka, et al. Extracellular vesicles derived from Wharton's Jelly mesenchymal stem cells inhibit the tumor environment via the miR-125b/HIF1α signaling pathway. Scientific reports. 2022. 12. 1. 13550-13550
Yifan Shang, Xiucai Ye, Yasunori Futamura, Liang Yu, Tetsuya Sakurai. Multiview network embedding for drug-target Interactions prediction by consistent and complementary information preserving. Briefings in bioinformatics. 2022. 23. 3. 1-13

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Books (1)：

シリーズ応用数理【6】巻『数値線形代数の数理とHPC』
共立出版 2018 ISBN:9784320019553

Lectures and oral presentations (40)：

Parallel Contour Integral-Based Eigenvalue Computation using a Block Krylov Linear Solver with Shift-Invert Preconditioning
(SIAM Conference on Computational Science and Engineering (CSE21) 2021)
構造解析向け超並列固有値ソルバの大規模実応用モデルにおける性能評価
(日本応用数理学会2019年度年会 2019)
Spectral nested dissection for large-scale sparse matrix factorization
(2019 Mini-Workshop on Computational Science 2019)
Spectral Anomaly Detection in Large Graphs Using a Complex Moment-based Eigenvalue Solver,
(2019 International Workshop on Cyber-Physical Systems and Cyber-Resilience 2019)
A contour intergral-based stochastic estimator for eigenvalue counts of generalized eigenproblems
(SIAM Conference on Computational Science and Engineering (CSE19) 2019)

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Works (1)：

z-Pares : Hierarchical parallel eigenvalue solver package
Yasunori Futamura, Tetsuya Sakurai 2014 - 現在

Education (4)：

2011 - 2014 University of Tsukuba Graduate School of Systems of Information Engineering Doctoral course, Dept. of Computer Science
2009 - 2011 University of Tsukuba raduate School of Systems of Information Engineering Master's course, Dept. of Computer Science
2007 - 2009 University of Tsukuba College of Information Science
2002 - 2007 Toyota National College of Technology Dept. of Information & Computer Engineering

Professional career (4)：

Ph.D. in Engineering (University of Tsukuba)
Master of Engineering (University of Tsukuba)
学士(情報工学) (筑波大学)
準学士(情報工学) (豊田工業高等専門学校)

Work history (4)：

2022/09 - 現在 University of Tsukuba Faculty of Engineering, Information and Systems Associate Professor
2014/10 - 2022/08 University of Tsukuba Faculty of Engineering, Information and Systems Assistant Professor
2014/04 - 2014/09 University of Tsukuba Faculty of Engineering, Information and Systems Research Fellow
2012/04 - 2014/03 Japan Society for the Promotion of Science Research Fellowship for Young Scientists (DC2)

Committee career (3)：

2020 - 2020 49th International Conference on Parallel Processing (ICPP2020) Program committee
2019 - 2019 48th International Conference on Parallel Processing (ICPP2019) Program committee
2018 - 2018 SC18: The International Conference for High Performance Computing, Networking, Storage, and Analysis Technical Papers Program Committee

Awards (5)：

2021/09 - IEEE High Performance Extreme Computing Conference Outstanding Paper Award, Spectral Graph Partitioning Using Geodesic Distance-based Projection
2014/03 - 筑波大学コンピュータサイエンス専攻長表彰(博士後期課程)
2013/10 - Best Paper Award, 8th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing Multi-GPU Scalable Implementation of a Contour-Integral-Based Eigensolver for Real Symmetric Dense Generalized Eigenvalue Problems
2011/03 - 筑波大学コンピュータサイエンス専攻長表彰(博士前期課程)
2010/04 - 日本応用数理学会第6回若手優秀講演賞

Association Membership(s) (3)：

INFORMATION PROCESSING SOCIETY OF JAPAN , THE JAPAN SOCIETY FOR INDUSTRIAL AND APPLIED MATHEMATICS , Society for Industrial and Applied Mathematics (SIAM)

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