Research field (3):
Applied mathematics and statistics
, Computational science
, High-performance computing
Research theme for competitive and other funds (10):
2023 - 2027 Next-generation high-performance linear solver for future computational science and engineering
2022 - 2025 Fast and accurate eigenvalue calculations by hierarchical low-rank approximation and its application to large-scale electronic structure calculations
2019 - 2024 Reproducing dynamic earthquake rupture processes by large scale simulations
2021 - 2024 Construction of numerical linear algebra based on lattice H-matrices and its high-performance implementation on modern architectures
2020 - 2023 Application of Unconventional Linear Algebra Techniques to Continuous Learning in Supergiant Neural Networks
2020 - 2023 余剰コアを活用する高性能計算・データ解析支援
2019 - 2022 High performance linear solver for advanced computational electromagnetics
2018 - 2021 機械学習向けハードウェアとの親和性が高い連立一次方程式の解法
2017 - 2020 超大規模疎行列の全固有値計算に向けた研究
2017 - 2020 H行列法ライブラリの機能拡張と次世代スパコン向け最適化
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Papers (45):
Akihiro Ida. Algebraic Partition Construction Method for Hierarchical Matrices. IEEE Transactions on Magnetics. 2024. 60. 3. 1-4
Masatoshi Kawai, Akihiro Ida, Toshihiro Hanawa, Tetsuya Hoshino. Optimize Efficiency of Utilizing Systems by Dynamic Core Binding. HPC Asia Workshops. 2024. 77-82
Masatoshi Kawai, Akihiro Ida, Toshihiro Hanawa, Kengo Nakajima. Dynamic Core Binding for Load Balancing of Applications Parallelized with MPI/OpenMP. ICCS (3). 2023. 378-394
Satoshi Ohshima, Akihiro Ida, Rio Yokota, Ichitaro Yamazaki. QR Factorization of Block Low-Rank Matrices on Multi-instance GPU. Parallel and Distributed Computing, Applications and Technologies. 2023. 359-369
Zhengyang Bai, Tasuku Hiraishi, Akihiro Ida, Masahiro Yasugi, Keiichiro Fukazawa. Construction of Hierarchical Matrix on Distributed Memory Systems using a Task Parallel Language. 2022 Tenth International Symposium on Computing and Networking Workshops (CANDARW). 2022
2021/04 - 現在 Japan Agency for Marine-Earth Science and Technology
2015/11 - 2021/03 The University of Tokyo
2012/04 - 2015/11 Kyoto University
2000/04 - 2012/01 株式会社ヴァイナス
Awards (3):
2023/07 - Information Processing Society of Japan IPSJ Yamashita SIG Research Award
2019/08 - The 48th International Conference on Parallel Processing Best poster award Implementation of Partitioning of Hierarchical Matrices using Task Parallel Languages
2019/05 - The 3rd cross-disciplinary Workshop on Computing Systems, Infrastructures, and Programming Outstanding Research Award Parallelization of Matrix Partitioning in Construction of Hierarchical Matrices using Task Parallel Languages