Shimoyama Koji 下山幸治

… Alternative Names

SHIMOYAMA Koji 下山幸治

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Researcher Number	80447185
Other IDs	https://orcid.org/0000-0001-8896-7707
Affiliation (Current)	2024: 九州大学, 工学研究院, 教授
Affiliation (based on the past Project Information) *help	2023 – 2024: 九州大学, 工学研究院, 教授 2023: 九州大学, 工学(系)研究科(研究院), 教授 2014 – 2022: 東北大学, 流体科学研究所, 准教授 2011 – 2013: 東北大学, 流体科学研究所, 助教 2009: Tohoku University, 流体科学研究所, 助教 2007 – 2008: Tohoku University, 流体科学研究所, 教育研究支援者
Review Section/Research Field	Principal Investigator Medium-sized Section 18:Mechanics of materials, production engineering, design engineering, and related fields / Medium-sized Section 60:Information science, computer engineering, and related fields / Computational science / Engineering fundamentals / Design engineering/Machine functional elements/Tribology Except Principal Investigator Basic Section 19010:Fluid engineering-related / Basic Section 24010:Aerospace engineering-related / Fluid engineering / Aerospace engineering / Sports science
Keywords	Principal Investigator 自己組織化マップ / ロバスト設計 / 最適化 / サロゲートモデル / 代替モデル / ベイズ最適化 / 設計工学 / 最適設計 / 不確かさの定量的評価 / 近似最適化 … More / 学習 / 多目的最適設計 / 意思決定 / 多次元性能マップ / 分散分析 / リンケージ同定 / Krigingモデル / 固有モード解析 / 有限要素法 / 機能 / 品質工学 / データマイニング / 応答曲面近似 / 設計最適化 … More Except Principal Investigator 計測融合シミュレーション / 飛行力学 / 核磁気共鳴画像 / MRI計測融合血流シミュレーション / 内皮細胞 / 血流場 / 大動脈 / 計測融合血流シミュレーション / 航空宇宙流体力学 / データ駆動科学 / LES / 数値流体力学 / 高レイノルズ数流れ / 乱流境界層 / バイオ流体力学 / 計測工学 / ロボット工学 / 流体力学 / 飛行工学 / 航空宇宙工学 / 磁力支持天秤 / 光学計測 / データ同化 / ロボットマニピュレータ / 磁力支持天秤装置 / 非定常空気力学 / ボブスレー / 円盤投げ / ボール / 風洞実験 / コンカレント最適化 / CFD / スキージャンプ / 円盤投 / 空力 / 飛翔軌跡 / 形状最適化 / 風洞試験 / スキル最適化 / 寸法最適化 / 同時最適化 / スポーツ工学 Less

設計を支配するドラスティックな物理を近似予測する自己適合型代替モデルベース最適化Principal Investigator
- Principal Investigator
  
  下山幸治
- Project Period (FY)
  2023
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research)
- Review Section
  
  Medium-sized Section 18:Mechanics of materials, production engineering, design engineering, and related fields
- Research Institution
  Kyushu University
Transformative Support for Design Engineering by Bayesian Optimization Based on a Hierarchical Model Connecting the Mathematics and Physics of DesignPrincipal Investigator
- Principal Investigator
  
  下山幸治
- Project Period (FY)
  2022 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 18:Mechanics of materials, production engineering, design engineering, and related fields
- Research Institution
  Kyushu University
  Tohoku University
A self-adaptive surrogate model for non-stationary responses with high-degree-of-freedom model coefficients obtained nonparametricallyPrincipal Investigator
- Principal Investigator
  
  下山幸治
- Project Period (FY)
  2022 – 2023
- Research Category
  
  Grant-in-Aid for Challenging Research (Exploratory)
- Review Section
  
  Medium-sized Section 60:Information science, computer engineering, and related fields
- Research Institution
  Tohoku University
Flow physics of Reynolds number effects and stress-balance modeling of inner-layer turbulence
- Principal Investigator
  
  Kawai Soshi
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 24010:Aerospace engineering-related
- Research Institution
  Tohoku University
Prediction of peeling of endothelial cells by magnetic-resonance-imaging measurement-integrated blood flow simulation
- Principal Investigator
  
  Hayase Toshiyuki
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 19010:Fluid engineering-related
- Research Institution
  Tohoku University
Development of a Fast Approximate Solver for Robust Optimization Problems Including Various Uncertainties in Design Variables and ConditionsPrincipal Investigator
- Principal Investigator
  
  Shimoyama Koji
- Project Period (FY)
  2015 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Computational science
- Research Institution
  Tohoku University
Clarification of fluid dynamical effect of near-wall flow field on enrtherial cell damage by measurement-integrated-simulation
- Principal Investigator
  
  Hayase Toshiyuki
- Project Period (FY)
  2015 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Fluid engineering
- Research Institution
  Tohoku University
Evolution of Nonlinear Aerodynamic Modelling based on Combined EFD/CFD/RT Approach
- Principal Investigator
  
  Asai Keisuke
- Project Period (FY)
  2013 – 2015
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Aerospace engineering
- Research Institution
  Tohoku University
Aid for Decision Making in Multi-Objective Design Optimization Based on Learning and Game TheoriesPrincipal Investigator
- Principal Investigator
  
  SHIMOYAMA Koji
- Project Period (FY)
  2012 – 2014
- Research Category
  
  Grant-in-Aid for Young Scientists (A)
- Research Field
  
  Engineering fundamentals
- Research Institution
  Tohoku University
Concurrent Optimization of Both Skill and Equipment in Sports
- Principal Investigator
  
  SEO Kazuya
- Project Period (FY)
  2011 – 2014
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Sports science
- Research Institution
  Yamagata University
Development and Demonstration of a Total Framework for Robust-Optimal Design ExplorationPrincipal Investigator
- Principal Investigator
  
  SHIMOYAMA Koji
- Project Period (FY)
  2007 – 2009
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Design engineering/Machine functional elements/Tribology
- Research Institution
  Tohoku University

[Book] Multi-Objective Memetic Algorithms2009
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, and Masataka Koishi
- Publisher
  Springer-Verlag
- Data Source
  KAKENHI-PROJECT-19760098
[Book] Multi-Objective Memetic Algorithms2009
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
- Publisher
  Springer-Verlag
- Data Source
  KAKENHI-PROJECT-19760098
[Book] Multiobjective Optimization: Interactive and Evolutionary Approaches2008
- Author(s)
  Kaisa Miettinen, Kalyanmoy Deb, Johannes Jahn, Wlodzimierz Ogryczak, Koji Shimoyama, Rudolf Vetschera
- Publisher
  Springer-Verlag
- Data Source
  KAKENHI-PROJECT-19760098
[Book] Multiobjective Optimization : Interactive and Evolutionary Approaches2008
- Author(s)
  Kaisa Miettinen, Kalyanmoy Deb, Johannes Jahn, Wlodzimierz Ogryczak, Koji Shimoyama, and Rudolf Vetschera
- Publisher
  Springer-Verlag
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] ベイズ最適化: 基礎と流体機械設計への応用2020
- Author(s)
  下山幸治
- Journal Title
  
  油空圧技術
  
  Volume: 59 Pages: 1-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H01620
[Journal Article] A Kriging-Based Dynamic Adaptive Sampling Method for Uncertainty Quantification2019
- Author(s)
  Koji Shimoyama and Soshi Kawai
- Journal Title
  
  Trans. Japan Soc. Aero. S Sci.
  
  Volume: 62 Issue: 3 Pages: 137-150
- DOI
  10.2322/tjsass.62.137
- NAID
  130007642384
- ISSN
  0549-3811, 2189-4205
- Language
  English
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H01620
[Journal Article] 流体機械の最適設計とUQ2019
- Author(s)
  下山幸治
- Journal Title
  
  日本機械学会誌
  
  Volume: 122 Pages: 14-16
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H01620
[Journal Article] Efficient Global Optimization with Ensemble and Selection of Kernel Functions For Engineering Design2019
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: 59 Issue: 1 Pages: 93-116
- DOI
  10.1007/s00158-018-2053-9
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] A Kriging-Based Dynamic Adaptive Sampling Method for Uncertainty Quantification2019
- Author(s)
  Koji Shimoyama and Soshi Kawai
- Journal Title
  
  Transactions of the Japan Society for Aeronautical and Space Sciences
  
  Volume: 62 Pages: 137-150
- NAID
  130007642384
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] 設計最適化による「ものづくり」2019
- Author(s)
  下山幸治
- Journal Title
  
  ターボ機械
  
  Volume: 47 Pages: 705-712
- NAID
  40022079841
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H01620
[Journal Article] On Efficient Global Optimization via Universal Kriging Surrogate Models2018
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Journal Title
  
  Structural and Multidisciplinary Optimization
  
  Volume: 57 Issue: 6 Pages: 2377-2397
- DOI
  10.1007/s00158-017-1867-1
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] Global Sensitivity Analysis via Multi-Fidelity Polynomial Chaos Expansion2018
- Author(s)
  Pramudita Satria Palar, Lavi Rizki Zuhal, Koji Shimoyama, and Takeshi Tsuchiya
- Journal Title
  
  Reliability Engineering and System Safety
  
  Volume: 170 Pages: 175-190
- DOI
  10.1016/j.ress.2017.10.013
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] 応答曲面法と翼型空力設計への適用事例2018
- Author(s)
  下山幸治
- Journal Title
  
  日本航空宇宙学会誌
  
  Volume: 66 Pages: 325-330
- NAID
  130007504943
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] Study of Aerodynamic and Heat-Exhaust Characteristics for a High-Altitude Long-Endurance Unmanned-Aerial-Vehicle Airfoil2017
- Author(s)
  Koji Shimoyama and Kazumasa Kamisori
- Journal Title
  
  Journal of Aircraft
  
  Volume: 54 Issue: 4 Pages: 1317-1327
- DOI
  10.2514/1.c033978
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] Uncertainty Quantification by the Nonintrusive Polynomial Chaos Expansion with an Adjustment Strategy2016
- Author(s)
  Koji Shimoyama and Akihiro Inoue
- Journal Title
  
  AIAA Journal
  
  Volume: 54 Issue: 10 Pages: 3107-3116
- DOI
  10.2514/1.j054359
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] Methodology for the Design of the Geometry of a Cavity and its Absorption Coefficients as Random Design Variables Under Vibroacoustic Criteria2016
- Author(s)
  Renata Troian, Koji Shimoyama, Frederic Gillot, and Sebastien Besset
- Journal Title
  
  Journal of Computational Acoustics
  
  Volume: 24 Issue: 02 Pages: 1650006-1650006
- DOI
  10.1142/s0218396x16500065
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Journal Article] Optimization of flight distance and robustness in discus2015
- Author(s)
  Kazuya Seo, Koji Shimoyama, Ken Ota, Yuji Ohgi and Yuji Kimura
- Journal Title
  
  Sports Engineering
  
  Volume: 18 Issue: 1 Pages: 55-65
- DOI
  10.1007/s12283-014-0166-y
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23240090, KAKENHI-PROJECT-26560340, KAKENHI-PROJECT-15H03075
[Journal Article] A Study on Many-Objective Optimization Using the Kriging-Surrogate-Based Evolutionary Algorithm Maximizing Expected Hypervolume Improvement2015
- Author(s)
  Chang Luo, Koji Shimoyama, and Shigeru Obayashi
- Journal Title
  
  Mathematical Problems in Engineering
  
  Volume: 2015
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-24686015
[Journal Article] Optimization of the size and launch conditions of a discus2014
- Author(s)
  Kazuya Seo, Koji Shimoyama, Yuji Kimura, Ken Ota, Yuji Ohgi
- Journal Title
  
  Procedia Engineering
  
  Volume: 72 Pages: 756-761
- DOI
  10.1016/j.proeng.2014.06.128
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-23240090, KAKENHI-PROJECT-25282197, KAKENHI-PROJECT-26560340
[Journal Article] Concurrent Optimization of Both Skill and Equipment of a Discus2014
- Author(s)
  Kazuya Seo, Koji Shimoyama, Yuji Kimura, Ken Ota, Yuji Ohgi
- Journal Title
  
  Proceedings of the International Association of Computer Science in Sport Conference
  
  Volume: IACSS2014 Pages: 88-93
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-23240090
[Journal Article] 円盤投の最適化に関する可視化技術－　煙、PIV、アニメーション、SOM　－2013
- Author(s)
  瀬尾和哉、下山幸治
- Journal Title
  
  可視化情報
  
  Volume: 33 Pages: 92-96
- Data Source
  KAKENHI-PROJECT-23240090
[Journal Article] Updating Kriging Surrogate Models Based on the Hypervolume Indicator in Multi-Objective Optimization2013
- Author(s)
  Koji Shimoyama, Koma Sato, Shinkyu Jeong, and Shigeru Obayashi
- Journal Title
  
  Journal of Mechanical Design, Transactions of the ASME
  
  Volume: 135 Issue: 9
- DOI
  10.1115/1.4024849
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24686015
[Journal Article] Comparison of Sample Addition Criteria for Kriging Response Surface Models in Multi-Objective Optimization2012
- Author(s)
  下山幸治, 鄭信圭, 大林茂
- Journal Title
  
  Transaction of the Japanese Society for Evolutionary Computation
  
  Volume: 3 Issue: 3 Pages: 173-184
- DOI
  10.11394/tjpnsec.3.173
- NAID
  130004566778
- ISSN
  2185-7385
- Language
  Japanese
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-24686015
[Journal Article] The Optimization of Style Points and Flight Distance in Ski Jumping Flight2011
- Author(s)
  Kazuya Seo, Koji Shimoyama
- Journal Title
  
  Proceedings in the 11th Asian Symposium on Visualization
  
  Volume: ASV11-07-05(CD-ROM) Pages: 7-7
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23240090
[Journal Article] Design Optimization of a Sport Shoe Sole Structure by Evolutionary Computation and FEM Analysis2011
- Author(s)
  Koji Shimoyama, Kazuya Seo, Tsuyoshi Nishiwaki, Shinkyu Jeong, Shigeru Obayashi
- Journal Title
  
  Proceedings of the Institution of Mechanical Engineers, Part P : Journal of Sports Engineering and Technology
  
  Volume: 225(4) Pages: 179-188
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-23240090
[Journal Article] Performance Map Construction for a Centrifugal Diffuser with Data Miping Techniques2010
- Author(s)
  下山幸治, 杉村和之, 鄭信圭, 大林茂
- Journal Title
  
  Journal of Computational Science and Technology 4
  
  Pages: 36-50
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 多目的ロバスト設計のための方法論確立と実問題応用2010
- Author(s)
  下山幸治, 鄭信圭, 大林茂
- Journal Title
  
  日本信頼性学会誌「信頼性」 32
  
  Pages: 105-112
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 多目的ロバスト設計のための方法論確立と実問題応用2010
- Author(s)
  下山幸治, 鄭信圭, 大林茂
- Journal Title
  
  日本信頼性学会誌「信頼性」 Vol.32
  
  Pages: 105-112
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] Performance Map Construction for a Centrifugal Diffuser with Data Mining Techniques2010
- Author(s)
  Koji Shimoyama, Kazuyuki Sugimura, Shinkyu Jeong, Shigeru Obayashi
- Journal Title
  
  Journal of Computational Science and Technology Vol.4
  
  Pages: 36-50
- NAID
  130000252887
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 応答曲面近似・可視化データマイニングを利用したロバスト設計最適化の実問題応用2009
- Author(s)
  下山幸治, 鄭信圭, 大林茂
- Journal Title
  
  人工知能学会論文誌 Vol.24
  
  Pages: 13-24
- NAID
  130000098266
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining2009
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
- Journal Title
  
  Journal of Mechanical Design, Transactions of the ASME Vol.131
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining2009
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, and Masataka Koishi
- Journal Title
  
  Journal of Mechanical Design, Transactions of the ASME 131(印刷中)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 多目的設計探査による設計空間の可視化と知識発見2009
- Author(s)
  下山幸治, 杉村和之, 鄭信圭, 大林茂
- Journal Title
  
  知能と情報(日本知能情報ファジィ学会誌) 21
  
  Pages: 293-303
- NAID
  10025994524
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 多目的設計探査による設計空間の可視化と知識発見2009
- Author(s)
  下山幸治, 杉村和之, 鄭信圭, 大林茂
- Journal Title
  
  知能と情報(日本知能情報ファジィ学会誌) Vol.21
  
  Pages: 293-303
- NAID
  10025994524
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 応答曲面近似・可視化データマイニングを利用したロバスト設計最適化の実問題応用2009
- Author(s)
  下山幸治, 鄭信圭, 大林茂
- Journal Title
  
  人工知能学会論文誌 24
  
  Pages: 13-24
- NAID
  130000098266
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] Practical Implementation of Robust Design Assisted by Response Surface Approximation and Visual Data-Mining2009
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
- Journal Title
  
  Journal of Mechanical Design, Transactions of the ASME 131
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 応答曲面近似・データマイニングを併用した多目的ロバスト設計最適化手法の開発・応用2007
- Author(s)
  下山幸治, リムジンネ, 鄭信圭, 大林茂
- Journal Title
  
  東北大学流体科学研究所報告 Vol.18
  
  Pages: 1-10
- NAID
  40015850766
- Data Source
  KAKENHI-PROJECT-19760098
[Journal Article] 応答曲面近似・データマイニングを併用した多目的ロバスト設計最適化手法の開発・応用2007
- Author(s)
  下山幸治
- Journal Title
  
  東北大学流体科学研究所報告 18
  
  Pages: 1-10
- NAID
  40015850766
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] Data-Driven Analysis and Design in Mechanical and Aerospace Engineering2020
- Author(s)
  Koji Shimoyama
- Organizer
  International Joint Conference on Aerospace and Aviation (ICASA) - Mechanical and Advance Materials Research Exchange (MATRIX) 2020
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] Combined Kriging Surrogate Model for Efficient Global Optimization Using the Optimal Weighting Method2020
- Author(s)
  Tanguy Appriou and Koji Shimoyama
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO) 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] Efficient Global Optimization via Two Distinct Approaches for Building a Combined Kriging Surrogate Model2020
- Author(s)
  Tanguy Appriou，下山幸治
- Organizer
  進化計算シンポジウム2020
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] 設計最適化による「ものづくり」2019
- Author(s)
  下山幸治
- Organizer
  ターボ機械協会第81回総会講演会
- Invited
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] Kriging with Composite Kernel Learning for Surrogate Modeling in Computer Experiments2019
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  2019 AIAA Science and Technology Forum and Exposition (AIAA SciTech 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] 複合カーネル学習を用いたKriging応答曲面法2019
- Author(s)
  下山幸治，Palar Pramudita Satria
- Organizer
  第2回航空機空力研究ワークショップ
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] 空力問題における不確かさの定量的評価のためのデータ科学的アプローチ2019
- Author(s)
  下山幸治
- Organizer
  ポスト「京」重点課題⑧・重点課題⑥ 第3回HPCものづくり統合ワークショップ
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] Stochastic Re-entry Trajectory Analysis with Uncertain Initial Conditions for Safety Assessment2019
- Author(s)
  Akira Tokunaga, Akie Sotoguchi, Koji Shimoyama, and Keiichiro Fujimoto
- Organizer
  2019 AIAA Science and Technology Forum and Exposition (AIAA SciTech 2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Combination of Local and Global Kernel Functions for Kriging-Based Bayesian Optimization2019
- Author(s)
  Tanguy Appriou, 下山幸治
- Organizer
  第16回進化計算学会研究会
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] Stochastic re-entry trajectory analysis with uncertain initial conditions for safety assessment2019
- Author(s)
  Akira Tokunaga, Akie Sotoguchi, Koji Shimoyama, Keiichiro Fujimoto
- Organizer
  AIAA SciTech 2019 Forum
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] 初期条件の不確定性を考慮したアポロ型カプセルの再突入軌道解析2018
- Author(s)
  徳永輝，外口秋絵，下山幸治，藤本圭一郎
- Organizer
  第50回流体力学講演会／第36回航空宇宙数値シミュレーション技術シンポジウム
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] 空力問題における不確かさの定量的評価のための自己組織化マップの応用2018
- Author(s)
  下山幸治，徳永輝，外口秋絵
- Organizer
  日本流体力学会年会2018
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] 初期条件の不確定性を考慮したアポロ型カプセルの再突入軌道解析2018
- Author(s)
  徳永輝，外口秋絵，下山幸治，藤本圭一郎
- Organizer
  第50回流体力学講演会／第36回航空宇宙数値シミュレーション技術シンポジウム
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Active Subspace法を併用したKriging近似最適化手法2018
- Author(s)
  下山幸治，Palar Pramudita Satria
- Organizer
  平成29年度航空宇宙空力シンポジウム
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Ensemble of Kriging with Multiple Kernel Functions for Engineering Design Optimization2018
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  8th International Conference on Bioinspired Optimization Methods and their Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Krigingモデルに基づく動的サンプリング法を用いた遷音速翼周りの不確かさ評価2018
- Author(s)
  太田力，下山幸治，河合宗司
- Organizer
  第50回流体力学講演会／第36回航空宇宙数値シミュレーション技術シンポジウム
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Uncertainty quantification in re-entry trajectory analysis for safety assessment2018
- Author(s)
  Akira Tokunaga, Akie Sotoguchi, Koji Shimoyama, Keiichiro Fujimoto
- Organizer
  The 15th International Conference on Flow Dynamics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] A Study on the Aerodynamic Efficiency and Static Stability of a Tailless Aircraft2018
- Author(s)
  Yoshifumi Kashiwagura and Koji Shimoyama
- Organizer
  AIAA SciTech 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] 空力問題における不確かさの定量的評価のための自己組織化マップの応用2018
- Author(s)
  下山幸治，徳永輝，外口秋絵
- Organizer
  日本流体力学会年会2018
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Uncertainty Quantification in Re-entry Trajectory Analysis for Safety Assessment2018
- Author(s)
  Akira Tokunaga, Akie Sotoguchi, Koji Shimoyama, and Keiichiro Fujimoto
- Organizer
  15th International Conference on Flow Dynamics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Krigingモデルに基づく動的サンプリング法を用いた遷音速翼周りの不確かさ評価2018
- Author(s)
  太田力，下山幸治，河合宗司
- Organizer
  第50回流体力学講演会／第36回航空宇宙数値シミュレーション技術シンポジウム
- Data Source
  KAKENHI-PROJECT-18H01620
[Presentation] 不確かさの定量的評価のための非線形次元縮約法2018
- Author(s)
  外口秋絵，下山幸治
- Organizer
  第1回航空機空力研究ワークショップ
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] On The Accuracy of Kriging Model in Active Subspaces2018
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  AIAA SciTech 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] On Multi-Objective Efficient Global Optimization via Universal Kriging Surrogate Model2017
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  2017 IEEE Congress on Evolutionary Computation
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Surrogate Modeling for Numerical Simulation and Design2017
- Author(s)
  Koji Shimoyama
- Organizer
  Simulations Encounter with Data Science: Data Assimilation, Emulators, Rare Events and Design
- Place of Presentation
  東京都立川市
- Year and Date
  2017-03-09
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Polynomial-Chaos-Kriging-Assisted Efficient Global Optimization2017
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  2017 IEEE Symposium Series on Computational Intelligence
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Multi-Fidelity Uncertainty Analysis in CFD Using Hierarchical Kriging2017
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  35th AIAA Applied Aerodynamics Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Exploiting Active Subspaces in Global Optimization: How Complex is your Problem?2017
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  Genetic and Evolutionary Computation Conference (GECCO 2017)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Exploiting Gradient for Kriging-based Multi-Objective Aerodynamic Optimization2017
- Author(s)
  Pramudita Satria Palar and Koji Shimoyama
- Organizer
  2017 IEEE Symposium Series on Computational Intelligence
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Uncertainty Quantification by the Polynomial Chaos Expansion Method with Order Adjustment2016
- Author(s)
  Koji Shimoyama
- Organizer
  7th European Congress on Computational Methods in Applied Sciences and Engineering
- Place of Presentation
  Crete, Greece
- Year and Date
  2016-06-05
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] 流体機械の最適設計と不確かさの定量的評価2016
- Author(s)
  下山幸治
- Organizer
  STEシミュレーション研究会　－太陽地球惑星系探査とシミュレーション研究－
- Place of Presentation
  宮城県仙台市
- Year and Date
  2016-08-31
- Invited
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] Uncertainty Quantification Approach Based on a Non-Stationary Kriging Surrogate Model2015
- Author(s)
  Koji Shimoyama and Soshi Kawai
- Organizer
  2nd Frontiers in Computational Physics Conference: Energy Sciences
- Place of Presentation
  Zurich, Switzerland
- Year and Date
  2015-06-03
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-15H03600
[Presentation] 多数制約進化計算法を用いたスマートホームシステム最適制御の基礎研究2015
- Author(s)
  嘉藤太河，下山幸治，秋山直寛，江原由希子，山田想，國領喬，大林茂
- Organizer
  日本機械学会東北支部第50期総会・講演会
- Place of Presentation
  仙台
- Year and Date
  2015-03-13
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] Researches at Tohoku University towards Nonlinear Flight Dynamics2014
- Author(s)
  S. Obayashi, K. Asai, D. Numata, X. Jiang, K. Shimoyama
- Organizer
  Loss of Control in Flight Symposium Tokyo
- Place of Presentation
  機械振興会館，東京都港区
- Year and Date
  2014-09-29
- Data Source
  KAKENHI-PROJECT-25249121
[Presentation] 非線形領域における動的風洞実験の意義2013
- Author(s)
  浅井圭介、沼田大樹、姜欣、大林茂、下山幸治
- Organizer
  第51回飛行機シンポジウム
- Place of Presentation
  高松市，日本
- Data Source
  KAKENHI-PROJECT-25249121
[Presentation] Comparison of the Criteria for Updating Kriging Response Surface Models in Multi-Obective Optimization2012
- Author(s)
  Koji Shimoyama, Koma Sato, Shinkyu Jeong, and Shigeru Obayashi
- Organizer
  2012 IEEE Congress on Evolutionary Computation
- Place of Presentation
  Brisbane, Australia
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] 円盤投げの投げ出し条件の最適化2011
- Author(s)
  瀬尾和哉、下山幸治、太田憲、仰木裕嗣
- Organizer
  日本流体力学会年会2011
- Place of Presentation
  首都大学東京
- Year and Date
  2011-09-07
- Data Source
  KAKENHI-PROJECT-23240090
[Presentation] 円盤投げ用円盤の空力特性と最適投げ出し条件2011
- Author(s)
  瀬尾和哉、下山幸治、太田憲、仰木裕嗣
- Organizer
  シンポジウム:スポーツ・アンド・ヒューマンダイナミクス2011
- Place of Presentation
  京都大学
- Year and Date
  2011-11-02
- Data Source
  KAKENHI-PROJECT-23240090
[Presentation] Efficient Multi-Objective Robust Optimization in Real-World Engineering Design Problems2010
- Author(s)
  下山幸治
- Organizer
  2^<nd> International Workshops on Advances in Computational Mechanics
- Place of Presentation
  Pacifico Yokohama, Yokohama, Japan
- Year and Date
  2010-03-30
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] Efficient Multi-Objective Robust Optimization in Real-World Engineering Design Problems2010
- Author(s)
  Koji Shimoyama
- Organizer
  2ndInternational Workshops on Advances in Computational Mechanics
- Place of Presentation
  Pacifico Yokohama, Yokohama, Japan(招待講演)
- Year and Date
  2010-03-30
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] 進化的計算によるスポーツ用シューズソールの材料物性最適設計2009
- Author(s)
  下山幸治, 瀬尾和哉, 西脇剛史, 鄭信圭, 大林茂
- Organizer
  人工知能学会第2回進化計算フロンティア研究会
- Place of Presentation
  東京大学
- Year and Date
  2009-10-03
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] An Efficient Robust Optimization Framework for Real-World Engineering Design2008
- Author(s)
  Koji Shimoyama, Shinkyu Jeong, Shigeru Obayashi
- Organizer
  8th World Congress on Computational Mechanics - 5th European Congress on Computational Methods in Applied Sciences and Engineering
- Place of Presentation
  Venice Conventional Center, Venice, Italy
- Year and Date
  2008-07-03
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] An Efficient Robust Optimization Framework for Real-World Engineering Design2008
- Author(s)
  Koji Shimoyama, Shinkyu Jeong, and Shigeru Obayashi
- Organizer
  8th World Congress on Computational Mechanics-5th European Congress on Computational Methods in Applied Sciences and Engineering
- Place of Presentation
  Venice Convention Center, Venice, Italy
- Year and Date
  2008-07-03
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] Development and Application of a New Robust Optimization Framework for Real-World Engineering Design2007
- Author(s)
  Koji Shimoyama
- Organizer
  7th International Symposium on Advanced Fluid Information and the 4th International Symposium on Transdisciplinary Fluid Integration
- Place of Presentation
  Sakura Hall, Tohoku University, Sendai, Japan
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] Development and Application of a New Robust Optimization Framework for Real-World Engineering Design2007
- Author(s)
  Koji Shimoyama, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
- Organizer
  7th International Symposium on Advanced Fluid Information and 4th International Symposium on Transdisciplinary Fluid Integration
- Place of Presentation
  Sakura Hall, Tohoku University, Sendai, Japan
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] 応答曲面近似・データマイニングを併用した高効率多目的ロバスト設計最適化2007
- Author(s)
  下山幸治
- Organizer
  日本機械学会2007年度年次大会
- Place of Presentation
  大阪府吹田市,関西大学
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] 応答曲面近似・データマイニングを併用した高効率多目的ロバスト設計最適化2007
- Author(s)
  下山幸治, リムジンネ, 鄭信圭, 大林茂
- Organizer
  日本機械学会2007年度年次大会
- Place of Presentation
  関西大学
- Year and Date
  2007-09-12
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] A Framework of Efficient Multi-Objective Robust Optimization for Real-World Engineering Design2007
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
- Organizer
  SNU-TU Joint Workshop on Next Generation Aero Vehicle
- Place of Presentation
  Seoul National University, Seoul, Korea
- Year and Date
  2007-06-18
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] An Approach for Multi-Objective Robust Optimization Assisted by Response Surface Approximation and Visual Data-Mining2007
- Author(s)
  Koji Shimoyama, Jin Ne Lim, Shinkyu Jeong, Shigeru Obayashi, Masataka Koishi
- Organizer
  2007 IEEE Congress on Evolutionary Computation
- Place of Presentation
  Swissotel The Stamford, Singapore
- Year and Date
  2007-09-27
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] A Framework of Efficient Multi-Objective Robust Optimization for Real-World Engineering Design2007
- Author(s)
  Koji Shimoyama
- Organizer
  2nd SNU-TU Joint Workshop on Next Generation Aero Vehicle
- Place of Presentation
  Seoul National University, Seoul, Korea
- Data Source
  KAKENHI-PROJECT-19760098
[Presentation] Multi-Objective Design Exploration Toward Intelligent Energy Management
- Author(s)
  Koji Shimoyama
- Organizer
  11th International Conference on Flow Dynamics
- Place of Presentation
  Sendai, Japan
- Year and Date
  2014-10-08 – 2014-10-10
- Invited
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] Kriging-Model-Based Uncertainty Quantification in Computational Fluid Dynamics
- Author(s)
  Soshi Kawai and Koji Shimoyama
- Organizer
  32nd AIAA Applied Aerodynamics Conference
- Place of Presentation
  Atlanta, GA, USA
- Year and Date
  2014-06-16 – 2014-06-20
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] Kriging Model Based Many-Objective Optimization with Efficient Calculation of Expected Hypervolume Improvement
- Author(s)
  Chang Luo, Koji Shimoyama and Shigeru Obayashi
- Organizer
  2014 IEEE Congress on Evolutionary Computation
- Place of Presentation
  Beijing, China
- Year and Date
  2014-07-06 – 2014-07-11
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] 高効率EHVI計算を用いたKrigingモデルベース多数目的最適化
- Author(s)
  Luo Chang，下山幸治，大林茂
- Organizer
  日本機械学会第27回計算力学講演会
- Place of Presentation
  盛岡
- Year and Date
  2014-11-22 – 2014-11-24
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] 円盤投のスキルと円盤サイズの同時最適化
- Author(s)
  瀬尾和哉、高岡夏南、下山幸治、坂口隆之
- Organizer
  日本機械学会　第11回最適化シンポジウム
- Place of Presentation
  ITビジネスプラザ武蔵
- Year and Date
  2014-12-12 – 2014-12-13
- Data Source
  KAKENHI-PROJECT-23240090
[Presentation] Kriging-Based Dynamic Adaptive Sampling for Effective Uncertainty Quantification
- Author(s)
  Koji Shimoyama and Soshi Kawai
- Organizer
  11th World Congress on Computational Mechanics, 5th European Conference on Computational Mechanics, and 6th European Conference on Computational Fluid Dynamics
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2014-07-20 – 2014-07-25
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] Kriging-Surrogate-Based Optimization Considering Expected Hypervolume Improvement in Non-Constrained Many-Objective Test Problems
- Author(s)
  Koji Shimoyama, Shinkyu Jeong, and Shigeru Obayashi
- Organizer
  2013 IEEE Congress on Evolutionary Computation
- Place of Presentation
  Cancun, Mexico
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] 多数制約条件下での制約違反量を考慮した実行可能解・実行不可能解の並列評価による進化計算法
- Author(s)
  嘉藤太河，下山幸治，大林茂，ロッケンバッハ怜
- Organizer
  進化計算シンポジウム2014
- Place of Presentation
  廿日市
- Year and Date
  2014-12-20 – 2014-12-21
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] Uncertainty Quantification in Fluid Dynamics: Kriging Model Based Approach
- Author(s)
  Soshi Kawai and Koji Shimoyama
- Organizer
  11th World Congress on Computational Mechanics, 5th European Conference on Computational Mechanics, and 6th European Conference on Computational Fluid Dynamics
- Place of Presentation
  Barcelona, Spain
- Year and Date
  2014-07-20 – 2014-07-25
- Data Source
  KAKENHI-PROJECT-24686015
[Presentation] Significance of dynamic wind-tunnel testing in nonlinear flight regime
- Author(s)
  Keisuke Asai, Daiju Numata, Jiang Xin, Shigeru Obayashi, Koji Shimoyama
- Organizer
  Tohoku University - DLR Workshop
- Place of Presentation
  東北大学，宮城県仙台市
- Year and Date
  2014-10-13 – 2014-10-14
- Invited
- Data Source
  KAKENHI-PROJECT-25249121

1. Hayase Toshiyuki (30135313)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
2. Kawai Soshi (40608816)

# of Collaborated Projects: 2 results

# of Collaborated Products: 4 results
3. SEO Kazuya (60292405)

# of Collaborated Projects: 1 results

# of Collaborated Products: 9 results
4. SUZUKI Shozo (00179219)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
5. OHTA Ken (10281635)

# of Collaborated Projects: 1 results

# of Collaborated Products: 2 results
6. OHGI Yuji (90317313)

# of Collaborated Projects: 1 results

# of Collaborated Products: 5 results
7. Asai Keisuke (40358669)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
8. JIANG XIN (30451537)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
9. UENO SEIYA (60203460)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. OBAYASHI SHIGERU (80183028)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
11. NUMATA DAIJU (20551534)

# of Collaborated Projects: 1 results

# of Collaborated Products: 3 results
12. YANAGIHARA MASAAKI (30358642)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. WATANABE SHIGEYA (30358593)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. パラルプラムヂタサトリア (30792163)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 西條芳文 (00292277)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. 山崎渉 (50598696)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
17. 小木曽望 (70295715)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Shimoyama Koji 下山 幸治

SHIMOYAMA Koji 下山 幸治

Research Projects

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設計を支配するドラスティックな物理を近似予測する自己適合型代替モデルベース最適化Principal Investigator

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Transformative Support for Design Engineering by Bayesian Optimization Based on a Hierarchical Model Connecting the Mathematics and Physics of DesignPrincipal Investigator

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A self-adaptive surrogate model for non-stationary responses with high-degree-of-freedom model coefficients obtained nonparametricallyPrincipal Investigator

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Flow physics of Reynolds number effects and stress-balance modeling of inner-layer turbulence

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Prediction of peeling of endothelial cells by magnetic-resonance-imaging measurement-integrated blood flow simulation

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Development of a Fast Approximate Solver for Robust Optimization Problems Including Various Uncertainties in Design Variables and ConditionsPrincipal Investigator

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Clarification of fluid dynamical effect of near-wall flow field on enrtherial cell damage by measurement-integrated-simulation

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Evolution of Nonlinear Aerodynamic Modelling based on Combined EFD/CFD/RT Approach

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Aid for Decision Making in Multi-Objective Design Optimization Based on Learning and Game TheoriesPrincipal Investigator

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Concurrent Optimization of Both Skill and Equipment in Sports

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Development and Demonstration of a Total Framework for Robust-Optimal Design ExplorationPrincipal Investigator

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[Book] Multi-Objective Memetic Algorithms2009

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[Book] Multi-Objective Memetic Algorithms2009

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[Book] Multiobjective Optimization: Interactive and Evolutionary Approaches2008

Shimoyama Koji 下山幸治

SHIMOYAMA Koji 下山幸治