Fukagata Koji 深潟康二

… Alternative Names

FUKAGATA Koji 深潟康二

深潟康二フカガタコウジ

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Researcher Number	80361517
Other IDs	https://orcid.org/0000-0003-4805-238X
Affiliation (Current)	2025: 慶應義塾大学, 理工学部(矢上), 教授
Affiliation (based on the past Project Information) *help	2016 – 2024: 慶應義塾大学, 理工学部(矢上), 教授 2015: 慶應義塾大学, 理工学部, 教授 2013 – 2014: 慶應義塾大学, 理工学部, 准教授 2011: 慶應義塾大学, 理工学部, 准教授 2010: 慶応義塾大学, 理工学部, 准教授 … More 2008 – 2010: 慶應義塾大学, 理工学部, 専任講師 2009: 慶塵義塾大学, 理工学部, 専任講師 2004 – 2005: 東京大学, 大学院・工学系研究科, 助手 Less
Review Section/Research Field	Principal Investigator Fluid engineering / Broad Section C / Medium-sized Section 19:Fluid engineering, thermal engineering, and related fields Except Principal Investigator Medium-sized Section 63:Environmental analyses and evaluation and related fields / Environmental dynamic analysis / Aerospace engineering / Fluid engineering
Keywords	Principal Investigator 流体力学 / 乱流 / 流体工学 / 数値シミュレーション / 低次元モデル / 機械学習 / 流れの制御 / 実験 / データ駆動 / ビッグデータ … More / 制御理論 / 空力抵抗 / 衡突モデル / Phase Field法 / Level Set法 / 粘弾性 / 弾性皮膜 / マイクロ流路 / 細胞 / バイオ流体力学 / 混相流 / バイオ / 熱工学 … More Except Principal Investigator 生体影響 / 沈着 / 帯電状態 / エアロゾル / シミュレーション / フィールド調査 / 地表面 / 呼吸器 / 帯電粒子 / 気象条件 / 大気汚染防止・浄化 / 環境質定量化・予測 / 環境分析 / 粒子帯電 / 粒子状物質 / PM2.5 / KPFM / 電気移動度 / 航空宇宙工学 / 流体工学 / RANS / 剥離抑制 / 抵抗推算 / 吹出し制御 / 吸込み制御 / 摩擦抵抗低減 / 境界層制御 / 摩擦抵抗 / MEMS / 数値シミュレーション / 能動制御 / 流体制御 / 乱流 Less

Creation and implementation of an innovative flow control paradigm utilizing machine learningPrincipal Investigator
- Principal Investigator
  
  深潟康二
- Project Period (FY)
  2021 – 2025
- Research Category
  
  Grant-in-Aid for Scientific Research (S)
- Review Section
  
  Broad Section C
- Research Institution
  Keio University
Evaluation of the influence of charging state of atmospheric aerosol on particle deposition on human body and ground surface
- Principal Investigator
  
  Okuda Tomoaki
- Project Period (FY)
  2020 – 2023
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 63:Environmental analyses and evaluation and related fields
- Research Institution
  Keio University
Construction of feature extraction method for turbulence big data by machine learningPrincipal Investigator
- Principal Investigator
  
  Fukagata Koji
- Project Period (FY)
  2018 – 2020
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 19:Fluid engineering, thermal engineering, and related fields
- Research Institution
  Keio University
Elucidation of the Electrostatic Charging State of Ambient Aerosols and Evaluation of Its Effect on Deposition to Body Tissue
- Principal Investigator
  
  Okuda Tomoaki
- Project Period (FY)
  2017 – 2019
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Research Field
  
  Environmental dynamic analysis
- Research Institution
  Keio University
Research of automatic boundary layer control aimed lesser penalty
- Principal Investigator
  
  Ishikawa (Tokugawa) Naoko
- Project Period (FY)
  2016 – 2018
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Aerospace engineering
- Research Institution
  Japan Aerospace EXploration Agency
Development of theoretical control methods for aerodynamic drag reductionPrincipal Investigator
- Principal Investigator
  
  Fukagata Koji
- Project Period (FY)
  2013 – 2017
- Research Category
  
  Grant-in-Aid for Scientific Research (C)
- Research Field
  
  Fluid engineering
- Research Institution
  Keio University
Numerical Simulation of Biological Cell Behavior in Fluid Channel by Using Interface Capturing MethodPrincipal Investigator
- Principal Investigator
  
  FUKAGATA Koji
- Project Period (FY)
  2009 – 2011
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Fluid engineering
- Research Institution
  Keio University
Evolutional Fundamental Study on Active Control of Wall Turbulence
- Principal Investigator
  
  KASAGI Nobuhide
- Project Period (FY)
  2008 – 2010
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Research Field
  
  Fluid engineering
- Research Institution
  The University of Tokyo
複雑熱化学流動解析のための革新的数値シミュレーション技術の開発Principal Investigator
- Principal Investigator
  
  深潟康二
- Project Period (FY)
  2004 – 2005
- Research Category
  
  Grant-in-Aid for Young Scientists (B)
- Research Field
  
  Fluid engineering
- Research Institution
  The University of Tokyo

[Book] 細胞療法・再生医療のための培養システム(紀ノ岡・酒井編)2010
- Author(s)
  古川克子, 深潟康二, 牛田多加志
- Publisher
  CMC出版
- Data Source
  KAKENHI-PROJECT-21760136
[Book] 旋回培養による軟骨再生, 細胞療法・再生医療のための培養システム2010
- Author(s)
  古川克子, 深潟康二, 牛田多加志
- Publisher
  CMC出版
- Data Source
  KAKENHI-PROJECT-21760136
[Journal Article] Theoretical and numerical analyses of turbulent plane Couette flow controlled using uniform blowing and suction2024
- Author(s)
  Y. Nabae and K. Fukagata
- Journal Title
  
  International Journal of Heat and Fluid Flow
  
  Volume: 106 Pages: 109286-109286
- DOI
  10.1016/j.ijheatfluidflow.2024.109286
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Reconstructing three-dimensional bluff body wake from sectional flow fields with convolutional neural networks2024
- Author(s)
  M. Matsuo, T. Nakamura, M. Morimoto, K. Fukami, and K. Fukagata
- Journal Title
  
  SN Computer Science
  
  Volume: 5 Issue: 3
- DOI
  10.1007/s42979-024-02602-0
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Turbulent drag reduction by streamwise traveling waves of wall-normal forcing2024
- Author(s)
  K. Fukagata, K. Iwamoto, and Y. Hasegawa
- Journal Title
  
  Annual Review of Fluid Mechchanics
  
  Volume: 56 Issue: 1 Pages: 69-90
- DOI
  10.1146/annurev-fluid-120720-021445
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Super-resolution analysis via machine learning: A survey for fluid flows2023
- Author(s)
  K. Fukami, K. Fukagata, and K. Taira
- Journal Title
  
  Theorerical and Computational Fluid Dynamics
  
  Volume: 37 Issue: 4 Pages: 421-444
- DOI
  10.1007/s00162-023-00663-0
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] A new perspective on skin-friction contributions in adverse-pressure-gradient turbulent boundary layers2023
- Author(s)
  M. Atzori, F. Mallor, R. Pozuelo, K. Fukagata, R. Vinuesa, and P. Schlatter
- Journal Title
  
  International Journal of Heat and Fluid Flow
  
  Volume: 101 Pages: 109117-109117
- DOI
  10.1016/j.ijheatfluidflow.2023.109117
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] 機械学習の基礎と流体問題への応用2023
- Author(s)
  深潟康二
- Journal Title
  
  ターボ機械
  
  Volume: 51 Pages: 10-16
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Assessments of epistemic uncertainty using Gaussian stochastic weight averaging for fluid-flow regression2022
- Author(s)
  M. Morimoto, K. Fukami, R. Maulik, R. Vinuesa, and K. Fukagata
- Journal Title
  
  Physica D: Nonlinear Phenomena
  
  Volume: 440 Pages: 133454-133454
- DOI
  10.1016/j.physd.2022.133454
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Identifying key differences between linear stochastic estimation and neural networks for fluid flow regressions2022
- Author(s)
  T. Nakamura, K. Fukami, and K. Fukagata
- Journal Title
  
  Scientific Reports
  
  Volume: 12 Issue: 1
- DOI
  10.1038/s41598-022-07515-7
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] 畳み込みニューラルネットワークを用いた流体場の低次元化と欠損情報推定2022
- Author(s)
  深潟康二
- Journal Title
  
  日本風工学会誌
  
  Volume: 47 Pages: 215-220
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Drag reduction effect of streamwise traveling wave-like wall deformation with spanwise displacement variation in turbulent channel flow2022
- Author(s)
  Y. Nabae and K. Fukagata
- Journal Title
  
  Flow, Turbulence and Combustion
  
  Volume: 109 Issue: 4 Pages: 1175-1194
- DOI
  10.1007/s10494-022-00334-w
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Generalization techniques of neural networks for fluid flow estimation2022
- Author(s)
  M. Morimoto, K. Fukami, K. Zhang, and K. Fukagata
- Journal Title
  
  Neural Computing and Applications
  
  Volume: 34 Issue: 5 Pages: 3647-3669
- DOI
  10.1007/s00521-021-06633-z
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Robust training approach of neural networks for fluid flow state estimations2022
- Author(s)
  T. Nakamura and K. Fukagata
- Journal Title
  
  International Journal of Heat and Fluid Flow
  
  Volume: 96 Pages: 108997-108997
- DOI
  10.1016/j.ijheatfluidflow.2022.108997
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] 基礎的な流れ場に対する機械学習の応用2022
- Author(s)
  深潟康二
- Journal Title
  
  日本ガスタービン学会誌
  
  Volume: 50 Pages: 179-184
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Applying Bayesian optimization with Gaussian process regression to computational fluid dynamics problems2022
- Author(s)
  Y. Morita, S. Rezaeiravesh, N. Tabatabaei, R. Vinuesa, K. Fukagata, and P. Schlatter
- Journal Title
  
  Journal of Computational Physics
  
  Volume: 449 Pages: 110788-110788
- DOI
  10.1016/j.jcp.2021.110788
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows2021
- Author(s)
  K. Fukami, K. Fukagata, K. Taira
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 909
- DOI
  10.1017/jfm.2020.948
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Bayesian optimization of traveling wave-like wall deformation for friction drag reduction in turbulent channel flow2021
- Author(s)
  Y. Nabae and K. Fukagata
- Journal Title
  
  JFST
  
  Volume: 16 Issue: 4 Pages: JFST0024-JFST0024
- DOI
  10.1299/jfst.2021jfst0024
- NAID
  130008127783
- ISSN
  1880-5558
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-21H05007, KAKENHI-PROJECT-21J12282
[Journal Article] 機械学習縮約モデルを用いた革新的流れ制御に向けて2021
- Author(s)
  深潟康二，深見開
- Journal Title
  
  伝熱
  
  Volume: 60(253) Pages: 12-15
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Experimental velocity data estimation for imperfect particle images using machine learning2021
- Author(s)
  M. Morimoto, K. Fukami, and K. Fukagata
- Journal Title
  
  Physics of Fluids
  
  Volume: 33 Issue: 8 Pages: 087121-087121
- DOI
  10.1063/5.0060760
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low dimensionalization2021
- Author(s)
  M. Morimoto, K. Fukami, K. Zhang, A. G. Nair, and K. Fukagata
- Journal Title
  
  Theoretical and Computational Fluid Dynamics
  
  Volume: 35 Issue: 5 Pages: 633-658
- DOI
  10.1007/s00162-021-00580-0
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow2021
- Author(s)
  T. Nakamura, K. Fukami, K. Hasegawa, Y. Nabae, K. Fukagata
- Journal Title
  
  Physics of Fluids
  
  Volume: 33 Issue: 2 Pages: 025116-025116
- DOI
  10.1063/5.0039845
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Sparse identification of nonlinear dynamics with low-dimensionalized flow representations2021
- Author(s)
  K. Fukami, T. Murata, K. Zhang, and K. Fukagata
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 926
- DOI
  10.1017/jfm.2021.697
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] 乱流の機械学習と制御2021
- Author(s)
  深潟康二
- Journal Title
  
  フルードパワーシステム
  
  Volume: 52(6) Pages: 237-241
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] 機械学習の乱流への応用2021
- Author(s)
  深潟康二
- Journal Title
  
  日本機械学会誌
  
  Volume: 124(1232) Pages: 10-13
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning2021
- Author(s)
  K. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, and K. Taira
- Journal Title
  
  Nature Machine Intelligence
  
  Volume: 3 Issue: 11 Pages: 945-951
- DOI
  10.1038/s42256-021-00402-2
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] Model order reduction with neural networks: Application to laminar and turbulent flows2021
- Author(s)
  K. Fukami, K. Hasegawa, T. Nakamura, M. Morimoto, and K. Fukagata
- Journal Title
  
  SN Computer Science
  
  Volume: 2 Issue: 6
- DOI
  10.1007/s42979-021-00867-3
- Peer Reviewed / Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Journal Article] 機械学習に基づくデータ拡張によるPIV の精度向上2020
- Author(s)
  森本将生，深見開，長谷川一登，村田高彬，村上光，深潟康二
- Journal Title
  
  ながれ
  
  Volume: 39 Pages: 84-87
- Open Access
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Probabilistic neural networks for fluid flow surrogate modeling and data recovery2020
- Author(s)
  R. Maulik, K. Fukami, N. Ramachandra, K. Fukagata, K. Taira
- Journal Title
  
  Physical Review Fluids
  
  Volume: 5 Issue: 10 Pages: 104001-104001
- DOI
  10.1103/physrevfluids.5.104401
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies of various shapes2020
- Author(s)
  K. Hasegawa, K. Fukami, T. Murata, and K. Fukagata
- Journal Title
  
  Theoretical and Computational Fluid Dynamics
  
  Volume: 34 Issue: 4 Pages: 367-383
- DOI
  10.1007/s00162-020-00528-w
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Assessment of supervised machine learning methods for fluid flows2020
- Author(s)
  K. Fukami, K. Fukagata, K. Taira
- Journal Title
  
  Theoretical and Computational Fluid Dynamics
  
  Volume: 34 Issue: 4 Pages: 497-519
- DOI
  10.1007/s00162-020-00518-y
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Nonlinear mode decomposition with convolutional neural networks for fluid dynamics2020
- Author(s)
  Takaaki Murata, Kai Fukami, Koji Fukagata
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 882
- DOI
  10.1017/jfm.2019.822
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] CNN-LSTM based reduced order modeling of two-dimensional unsteady flows around a circular cylinder at different Reynolds numbers2020
- Author(s)
  K. Hasegawa, K. Fukami, T. Murata, K. Fukagata
- Journal Title
  
  Fluid Dynamics Research
  
  Volume: 52 Issue: 6 Pages: 065501-065501
- DOI
  10.1088/1873-7005/abb91d
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] 機械学習を用いた乱流ビッグデータ解析に向けて2020
- Author(s)
  深潟康二，深見開
- Journal Title
  
  計測と制御
  
  Volume: 59 Pages: 571-576
- NAID
  130007889464
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Convolutional neural network based hierarchical autoencoder for nonlinear mode decomposition of fluid field data2020
- Author(s)
  K. Fukami, T. Nakamura, K. Fukagata
- Journal Title
  
  Physics of Fluids
  
  Volume: 32 Issue: 9 Pages: 095110-095110
- DOI
  10.1063/5.0020721
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Resolvent analysis of turbulent channel flow with manipulated mean velocity profile2020
- Author(s)
  R. Uekusa, A. Kawagoe, Y. Nabae, K. Fukagata
- Journal Title
  
  JFST
  
  Volume: 15 Issue: 3 Pages: JFST0014-JFST0014
- DOI
  10.1299/jfst.2020jfst0014
- NAID
  130007835894
- ISSN
  1880-5558
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] 階層型CNNオートエンコーダを用いた流れ場の非線形モードの抽出2020
- Author(s)
  中村太一，深見開，深潟康二
- Journal Title
  
  ながれ
  
  Volume: 39 Pages: 316-319
- Open Access
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Synthetic turbulent inflow generator using machine learning2019
- Author(s)
  Kai Fukami, Yusuke Nabae, Ken Kawai, Koji Fukagata
- Journal Title
  
  Physical Review Fluids
  
  Volume: 4 Issue: 6 Pages: 064603-064603
- DOI
  10.1103/physrevfluids.4.064603
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Reconsideration of spanwise rotating turbulent channel flows via resolvent analysis2019
- Author(s)
  Satoshi Nakashima, Mitul Luhar, and Koji Fukagata
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 861 Pages: 200-222
- DOI
  10.1017/jfm.2018.894
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] 機械学習を用いた円柱周り流れのレイノルズ数依存性の予測2019
- Author(s)
  長谷川一登，村田高彬，深見開，深潟康二
- Journal Title
  
  ながれ
  
  Volume: 38 Pages: 81-84
- Open Access
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Numerical simulation of parallel-plate particle separator for estimation of charge distribution of PM2.52019
- Author(s)
  Yonemichi, T., Fukagata, K., Fujioka, K., Okuda, T.
- Journal Title
  
  Aerosol Science and Technology
  
  Volume: 53 Issue: 4 Pages: 394-405
- DOI
  10.1080/02786826.2019.1569198
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01864
[Journal Article] Proposal of control laws for turbulent skin-friction reduction based on resolvent analysis2019
- Author(s)
  Aika Kawagoe, Satoshi Nakashima, Mitul Luhar, and Koji Fukagata
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 866 Pages: 810-840
- DOI
  10.1017/jfm.2019.157
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] 2次元流れ場への機械学習超解像の応用2019
- Author(s)
  深見開，深潟康二，平邦彦
- Journal Title
  
  ながれ
  
  Volume: 38 Pages: 395-398
- Open Access / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Super-resolution reconstruction of turbulent flows with machine learning2019
- Author(s)
  Kai Fukami, Koji Fukagata, Kunihiko Taira
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 870 Pages: 106-120
- DOI
  10.1017/jfm.2019.238
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Experimental Investigation of Friction Drag Reduction on a Clark-Y Airfoil Using Uniform Blowing2019
- Author(s)
  Kaoruko Eto , Yusuke Kondo, Koji Fukagata, Naoko Tokugawa
- Journal Title
  
  AIAA Journal
  
  Volume: 印刷中 Issue: 7 Pages: 2774-2782
- DOI
  10.2514/1.j057998
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-16K06900
[Journal Article] Seasonal variation in atmospheric particle electrostatic charging states determined using a parallel electrode plate device2019
- Author(s)
  Iwata, A., Fujioka, K., Yonemichi, T., Fukagata, K., Kurosawa, K., Tabata, R., Kitagawa, M., Takashima, T., Okuda, T.
- Journal Title
  
  Atmospheric Environment
  
  Volume: 203 Pages: 62-69
- DOI
  10.1016/j.atmosenv.2019.01.040
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-17H01864
[Journal Article] 受動吹出し制御による翼面摩擦抵抗低減の風洞実験2018
- Author(s)
  廣川詩歩,江藤薫子,近藤佑亮,深潟康二,徳川直子
- Journal Title
  
  日本機械学会流体工学部門　ニューズレター　流れ
  
  Volume: -
- NAID
  130007654032
- Open Access
- Data Source
  KAKENHI-PROJECT-16K06900
[Journal Article] 一様吹出し制御による翼面摩擦抵抗低減効果の実験的定量評価2018
- Author(s)
  江藤薫子,近藤佑亮,深潟康二,徳川直子
- Journal Title
  
  日本機械学会流体工学部門　ニューズレター　流れ
  
  Volume: -
- NAID
  130007654034
- Open Access
- Data Source
  KAKENHI-PROJECT-16K06900
[Journal Article] 機械学習を用いた乱流の特徴抽出手法の構築に向けて2018
- Author(s)
  深潟康二，山本誠，岩本薫，長谷川洋介，塚原隆裕，福島直哉，守裕也，青木義満
- Journal Title
  
  ながれ
  
  Volume: 37 Pages: 524-527
- Open Access
- Data Source
  KAKENHI-PROJECT-18H03758
[Journal Article] Heat transfer in fully developed turbulent channel flow with streamwise traveling wave-like wall deformation2017
- Author(s)
  K. Uchino, H. Mamori, and K. Fukagata
- Journal Title
  
  JTST
  
  Volume: 12 Issue: 1 Pages: JTST0003-JTST0003
- DOI
  10.1299/jtst.2017jtst0003
- NAID
  130005395197
- ISSN
  1880-5566
- Language
  English
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25420129, KAKENHI-PROJECT-16K18019
[Journal Article] Assessment of suboptimal control for turbulent skin friction reduction via resolvent analysis2017
- Author(s)
  S. Nakashima, K. Fukagata, and M. Luhar
- Journal Title
  
  Journal of Fluid Mechanics
  
  Volume: 10 Pages: 496-526
- DOI
  10.1017/jfm.2017.519
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Turbulent drag reduction by uniform blowing over a two-dimensional roughness2017
- Author(s)
  E. Mori, M. Quadrio, and K. Fukagata
- Journal Title
  
  Flow, Turbulence and Combustion
  
  Volume: 99 Issue: 3-4 Pages: 765-785
- DOI
  10.1007/s10494-017-9858-2
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Numerical simulation and sensitivity analysis of a low-Reynolds-number flow around a square cylinder controlled using plasma actuators2017
- Author(s)
  Y. Anzai, K. Fukagata, P. Meliga, E. Boujo, and F. Gallaire
- Journal Title
  
  Physical Review Fluids
  
  Volume: 2 Issue: 4 Pages: 043891-043891
- DOI
  10.1103/physrevfluids.2.043901
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Drag-reducing performance of obliquely aligned superhydrophobic surface in turbulent channel flow2017
- Author(s)
  S. Watanabe, H. Mamori, and K. Fukagata
- Journal Title
  
  Fluid Dynamics Research
  
  Volume: 49 Issue: 2 Pages: 025501-025501
- DOI
  10.1088/1873-7005/49/2/025501
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Direct numerical simulation of compressible turbulent channel flow with uniform blowing or suction from iso-thermal wall2017
- Author(s)
  Yukinori Kametani, Ayane Kotake, Koji Fukagata and Naoko Tokugawa
- Journal Title
  
  Physical Review Fluids
  
  Volume: 2 Issue: 12 Pages: 123904-123904
- DOI
  10.1103/physrevfluids.2.123904
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-16K06900
[Journal Article] Friction drag reduction of a spatially developing boundary layer using a combined uniform suction and blowing2016
- Author(s)
  D. Noguchi, K. Fukagata, and N. Tokugawa
- Journal Title
  
  JFST
  
  Volume: 11 Issue: 1 Pages: JFST0004-JFST0004
- DOI
  10.1299/jfst.2016jfst0004
- NAID
  130005126930
- ISSN
  1880-5558
- Language
  English
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Drag reduction in spatially developing turbulent boundary layers by spatially intermittent blowing at constant mass-flux2016
- Author(s)
  Y. Kametani, K. Fukagata, R. Orlu, and P. Schlatter
- Journal Title
  
  Journal of Turbulence
  
  Volume: 17 Issue: 10 Pages: 913-929
- DOI
  10.1080/14685248.2016.1192285
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Direct numerical simulation of a turbulent mixing layer with a transversely oscillated inflow2015
- Author(s)
  Y. Kametani, M. Kawagoe, and K. Fukagata
- Journal Title
  
  JFST
  
  Volume: 10 Issue: 1 Pages: JFST0004-JFST0004
- DOI
  10.1299/jfst.2015jfst0004
- NAID
  130004942671
- ISSN
  1880-5558
- Language
  English
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Effect of uniform blowing/suction in a turbulent boundary layer at moderate Reynolds number2015
- Author(s)
  Y. Kametani, K. Fukagata, R. Orlu, and P. Schlatter
- Journal Title
  
  Int. J. Heat Fluid Flow
  
  Volume: 55 Pages: 132-142
- DOI
  10.1016/j.ijheatfluidflow.2015.05.019
- Peer Reviewed / Acknowledgement Compliant / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Direct numerical simulation of flow around a circular cylinder controlled using plasma actuators2014
- Author(s)
  T. Igarashi, H. Naito, and K. Fukagata
- Journal Title
  
  Math. Probl. Eng.
  
  Volume: 2014 Issue: 1 Pages: 591807-591807
- DOI
  10.1155/2014/591807
- Peer Reviewed / Acknowledgement Compliant / Open Access
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Active control of vortex shedding: An explanation of the gain window2014
- Author(s)
  S. J. Illingworth, H. Naito, and K. Fukagata
- Journal Title
  
  Phys. Rev. E
  
  Volume: 90 Issue: 4 Pages: 043014-043014
- DOI
  10.1103/physreve.90.043014
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Control of flow around a circular cylinder for minimizing energy dissipation2014
- Author(s)
  H. Naito and K. Fukagata
- Journal Title
  
  Phys. Rev. E
  
  Volume: 90 Issue: 5 Pages: 053008-053008
- DOI
  10.1103/physreve.90.053008
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Drag reduction effect by a wave-like wall-normal body force in a turbulent channel flow2014
- Author(s)
  H. Mamori and K. Fukagata
- Journal Title
  
  Phys. Fluids
  
  Volume: 26 Issue: 11 Pages: 115104-115104
- DOI
  10.1063/1.4901186
- Peer Reviewed / Acknowledgement Compliant
- Data Source
  KAKENHI-PROJECT-25420129, KAKENHI-PROJECT-25889018
[Journal Article] Direct numerical simulation of drag reduction in a turbulent channel flow using spanwise traveling wave-like wall deformation2013
- Author(s)
  N. Tomiyama and K. Fukagata
- Journal Title
  
  Physics of Fluids
  
  Volume: 25 Issue: 10
- DOI
  10.1063/1.4826887
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-25420129
[Journal Article] Analysis of cell accumulation mechanism in a rotational culture system2011
- Author(s)
  K. Fukagata, K. S. Furukawa, and T. Ushida
- Journal Title
  
  Journal of Mechanics in Medicine and Biology
  
  Volume: 11巻 Pages: 407-421
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21760136
[Journal Article] Control of Turbulence Transport-Less Friction and More Heat Transfer-2011
- Author(s)
  Kasagi N., Hasegawa Y., Fukagata K., Iwamoto K.
- Journal Title
  
  ASME Journal of Heat Transfer
  
  Volume: (印刷中)(掲載確定)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] Analysis of cell accumulation mechanism in a rotational culture system2011
- Author(s)
  K.Fukagata, K.S.Furukawa, T.Ushida
- Journal Title
  
  Journal of Mechanics in Medicine and Biology
  
  Volume: 11 Issue: 02 Pages: 407-421
- DOI
  10.1142/s0219519410003745
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-21760136, KAKENHI-PROJECT-22240058
[Journal Article] The phase relationship in laminar channel flow controlled by travelling wave-like blowing or suction2010
- Author(s)
  Mamori H., Fukagata K., Hoepffner J.
- Journal Title
  
  Physical Review E 81
  
  Pages: 46304-46304
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] On the Lower bound of net driving power in controlled duct flows2009
- Author(s)
  Fukagata, K., Sugiyama, K., Kasagi, N.
- Journal Title
  
  Physica D : Nonlinear Phenomena 238
  
  Pages: 1082-1086
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] On the lower bound of net driving power in controlled duct flows2009
- Author(s)
  Fukagata K., Sugiyama K., Kasagi N.
- Journal Title
  
  Physica D 238
  
  Pages: 1082-1086
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] Pumping or drag reduction?2009
- Author(s)
  Hoepffner J., Fukagata K.
- Journal Title
  
  Journal of Fluid Mechanics 635
  
  Pages: 171-187
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] 大規模乱流構造の制御による摩擦抵抗低減効果に関する検討2009
- Author(s)
  小林道央, 深潟康二, 笠木伸英
- Journal Title
  
  日本機械学会論文集B編 75-752
  
  Pages: 635-641
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] Pumping or drag reduction?2009
- Author(s)
  Hoepffner, J., Fukagata, K.
- Journal Title
  
  Journal of Fluid Mechanics 635
  
  Pages: 171-187
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] 大規模乱流構造の制御による摩擦抵抗低減効果に関する検討2009
- Author(s)
  小林道央, 深潟康二, 笠木伸英
- Journal Title
  
  日本機械学会論文集 75B
  
  Pages: 635-641
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] Friction drag reduction achievable by near-wall turbulence manipulation at high Reynolds numbers2005
- Author(s)
  Iwamoto, K., Fukagata, K., Kasagi, N., Suzuki, Y.
- Journal Title
  
  Physics of Fluids 17・1
- Data Source
  KAKENHI-PROJECT-16760119
[Journal Article] Suboptimal control for drag reduction via suppression of near-wall Reynolds shear stress2004
- Author(s)
  Fukagata, K., Kasagi, N.
- Journal Title
  
  International Journal of Heat and Fluid Flow 25・3
  
  Pages: 341-350
- Data Source
  KAKENHI-PROJECT-16760119
[Journal Article] Dynamics of Brownian particles in a turbulent channel flow2004
- Author(s)
  Fukagata, K., Zahrai, S., Bark, F.H.
- Journal Title
  
  Heat and Mass Transfer 40・9
  
  Pages: 715-726
- Data Source
  KAKENHI-PROJECT-16760119
[Journal Article] Control of turbulent transport : less friction and more heat transfer
- Author(s)
  Kasagi N., Hasegawa Y., Fukagata K., Iwamoto K.
- Journal Title
  
  ASME Journal of Heat Transfer (in print)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Journal Article] Direct numerical simulation of spatially developing turbulent boundary layer with uniform blowing or suction
- Author(s)
  Kametani Y., Fukagata K.
- Journal Title
  
  Journal of Fluid Mechanics (accepted)
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20246036
[Patent] 気流制御装置、航空機及び気流制御方法2017
- Inventor(s)
  徳川直子，深潟康二，近藤佑亮，江藤薫子，廣川詩歩
- Industrial Property Rights Holder
  徳川直子，深潟康二，近藤佑亮，江藤薫子，廣川詩歩
- Industrial Property Rights Type
  特許
- Industrial Property Number
  2018-029486
- Filing Date
  2017
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] スパン方向への位相変化を伴う主流方向進行波状壁面変形によるチャネル乱流の抵抗低減2024
- Author(s)
  大石恭平, 難波江佑介, 深潟康二
- Organizer
  日本機械学会関東学生会第63回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] データ駆動型SGSモデルの構築に向けたチャネル乱流の残差学習2024
- Author(s)
  佐伯龍飛, 後藤陸, 三浦怜之, 深潟康二
- Organizer
  日本機械学会関東学生会第63回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 受動的な吸込みによる円柱周り流れ制御の風洞実験2024
- Author(s)
  廣田拓真, 大杉卓矢, 深潟康二
- Organizer
  日本機械学会関東学生会第63回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 機械学習を用いた非線形方程式の線形化手法の開発2024
- Author(s)
  舩井一真, 岩澤瑠夏, 大道浩志, 石瀬健, 深潟康二
- Organizer
  日本機械学会関東学生会第63回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 効果的な流れ制御フレームワークに向けた機械学習縮約モデリング2023
- Author(s)
  大道浩志，石瀬健，深潟康二
- Organizer
  第30回乱流制御研究会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] オートエンコーダを用いた最小限の非線形性を有する線形システム抽出法の開発2023
- Author(s)
  石瀬健，大道浩志，深潟康二
- Organizer
  第37回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 機械学習を用いた円柱周り流れにおける異常検知手法の開発2023
- Author(s)
  後藤陸，石瀬健，三浦怜之，深潟康二
- Organizer
  日本流体力学会年会2023
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] クエット乱流における主流方向進行波を用いた非相似制御の試み2023
- Author(s)
  難波江佑介，後藤田浩，深潟康二
- Organizer
  第37回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Estimation of oscillation parameters of a circular cylinder from its downstream vorticity fields2023
- Author(s)
  H. Chida, K. Zhang, and K. Fukagata
- Organizer
  76th Annual Meeting of the APS Division of Fluid Dynamics (APS-DFD 2023)
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 半教師あり学習による浮動センサからの状態推定2023
- Author(s)
  三浦怜之，深潟康二
- Organizer
  第37回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 主流方向進行波による抵抗低減効果 -実装に向けた取り組み-2023
- Author(s)
  難波江佑介，深潟康二
- Organizer
  第2回せん断流の多様な機能の探求と先端科学技術への応用に関する研究分科会（4）
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 進行波状壁面変形を施したチャネル乱流におけるSGSモデルの評価2023
- Author(s)
  難波江佑介，稲垣和寛，小林宏充，後藤田浩，深潟康二
- Organizer
  日本流体力学会年会2023
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Development of a machine learning-based anomaly detection method for fluid flows2023
- Author(s)
  後藤陸，石瀬健，三浦怜之，深潟康二
- Organizer
  第31回乱流制御研究会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Semi-supervised machine learning model for Lagrangian state estimation2023
- Author(s)
  R. Miura and K. Fukagata
- Organizer
  76th Annual Meeting of the APS Division of Fluid Dynamics (APS-DFD 2023)
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Data-driven improvement of particle image velocimetry without DNS data2023
- Author(s)
  H. Omichi, T. Ishize, and K. Fukagata
- Organizer
  ASME-JSME-KSME Joint Fluids Engineering Conference 2023 (AJK FED2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 二次元レゾルベント解析による渦放出抑制フィードバック制御則の提案2023
- Author(s)
  佐藤碧，難波江佑介，深潟康二
- Organizer
  第38回東大生研TSFDシンポジウム／第29回乱流制御研究会合同シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] チャネル乱流における残差学習 : データ駆動型SGSモデルの構築に向けて2023
- Author(s)
  佐伯龍飛，後藤陸，三浦怜之，深潟康二
- Organizer
  第37回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Applications of convolutional neural networks to classical fluid flow fields2023
- Author(s)
  K. Fukagata
- Organizer
  Mathematical Structures in Quantum Fluids
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] チャネル乱流におけるスパン方向への位相変化を伴う主流方向進行波状壁面変形の抵抗低減効果2023
- Author(s)
  大石恭平，難波江佑介，深潟康二
- Organizer
  第37回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] バンプを有するチャネル乱流での吹出し・吸込みによる抵抗低減効果2023
- Author(s)
  大河内祐輔，難波江佑介，深潟康二
- Organizer
  第38回東大生研TSFDシンポジウム／第29回乱流制御研究会合同シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Parametric study to optimize micro-cavity array for friction drag reduction2023
- Author(s)
  H. Suzuki, Y. Okochi, and K. Fukagata
- Organizer
  ASME-JSME-KSME Joint Fluids Engineering Conference 2023 (AJK FED2023)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Super-resolving turbulent flows with machine learning: a surve2023
- Author(s)
  K. Fukami, K. Fukagata, and K. Taira
- Organizer
  SIAM Conference on Computational Science and Engineering (CSE23)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 機械学習による流れのはく離検出手法の構築2023
- Author(s)
  後藤陸，石瀬健，深潟康二
- Organizer
  日本機械学会2023年度年次大会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Machine-learned reduced order modeling toward an effective flow control framework2023
- Author(s)
  H. Omichi, T. Ishize and K. Fukagata
- Organizer
  76th Annual Meeting of the APS Division of Fluid Dynamics (APS-DFD 2023)
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Neural-network-based estimator for turbulent flows from limited heat information2023
- Author(s)
  R. Miura, M. Matsuo, T. Nakamura, and K. Fukagata
- Organizer
  Keio-Kasetsart Joint Workshop in Mechanical Engineering
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Development of reduced order modeling-based linear system extracting method for efficient data handling with a minimal nonlinearity2023
- Author(s)
  T. Ishize and K. Fukagata
- Organizer
  76th Annual Meeting of the APS Division of Fluid Dynamics (APS-DFD 2023)
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] オートエンコーダベースの線形システム抽出法を用いた流れ制御手法の開発2023
- Author(s)
  石瀬健，大道浩志，深潟康二
- Organizer
  第32回乱流制御研究会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 畳み込みニューラルネットワークを用いた壁面情報からの二次元衝突噴流の状態推定2023
- Author(s)
  岩澤瑠夏，三浦怜之，深潟康二
- Organizer
  日本機械学会2023年度年次大会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] レゾルベント解析による円柱後流の渦放出抑制を目指した制御則の提案2022
- Author(s)
  佐藤碧，難波江佑介，深潟康二
- Organizer
  日本流体力学会年会2022
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Quantifying uncertainty in deep learning for fluid flow reconstruction2022
- Author(s)
  R. Maulik, K. Fukami, M. Morimoto, N. Ramachandra, R. Vinuesa, K. Fukagata, and K. Taira
- Organizer
  USACM Thematic Conference on Uncertainty Quantification for Machine Learning Integrated Physics Modeling (MLIP)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Applications of convolutional neural network autoencoder for fluid flow analysis2022
- Author(s)
  K. Fukagata
- Organizer
  33rd Parallel CFD International Conference (ParCFD 2022)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 伝熱促進と抵抗低減の同時達成のためのフィン形状の最適化2022
- Author(s)
  大杉卓矢，新井梨乃，難波江佑介，深潟康二
- Organizer
  日本機械学会関東学生会第61回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Numerical simulations of fine particles issued into containers2022
- Author(s)
  藤間葉子，矢島康太郎，新井梨乃，難波江佑介，深潟康二
- Organizer
  第25回乱流制御研究会
- Data Source
  KAKENHI-PROJECT-20H00636
[Presentation] DNSデータを用いない機械学習による粒子画像流速測定法の信頼性向上2022
- Author(s)
  大道浩志, 千田晃, 石瀬健, 松尾光昭, 深潟康二
- Organizer
  第36回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Application of machine learning to turbulent flows2022
- Author(s)
  K. Fukagata
- Organizer
  7th International Conference on Jets, Wakes and Separated Flows (ICJWSF2022)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 畳み込みニューラルネットワークの流体解析への応用2022
- Author(s)
  深潟康二
- Organizer
  自動車技術会シンポジウム 16-21「AI時代の計測・CFD技術の新展開」
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] アテンション機構を用いた流体現象の抽象的理解に向けた試み2022
- Author(s)
  石瀬健，兼平昇英，深潟康二
- Organizer
  日本機械学会2022年度年次大会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 粒子沈着評価装置におけるPM2.5挙動の数値シミュレーション2022
- Author(s)
  藤間葉子，難波江佑介，岩田歩，石戸谷澪，奥田知明，深潟康二
- Organizer
  日本流体力学会年会2022
- Data Source
  KAKENHI-PROJECT-20H00636
[Presentation] Reconstructing turbulent flows with machine-learning-based super-resolution analysis2022
- Author(s)
  K. Fukami, K. Fukagata, and K. Taira
- Organizer
  AI Super-Resolution Simulations: from Climate Science to Cosmology
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Feedback control effect in turbulent channel flow with a bump by means of direct numerical simulation2022
- Author(s)
  Y. Okochi, Y. Nabae and K. Fukagata
- Organizer
  12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 流れの機械学習における内部構造の可視化手法の検討2022
- Author(s)
  石瀬健, 兼平昇英 , 深潟康二
- Organizer
  第36回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 深層学習ベースの非定常流れ推定：振動物体を伴う流れの非線形畳み込み2022
- Author(s)
  千田晃，中村太一，張凱，深潟康二
- Organizer
  日本機械学会関東学生会第61回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 畳み込みニューラルネットワークを用いた流体場の低次元化2022
- Author(s)
  深潟康二
- Organizer
  計測自動制御学会制御部門低次元モデルに基づく先進的流体制御調査研究会第１回研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 畳み込みニューラルネットワークを用いた流体場の低次元化と欠損情報推定2022
- Author(s)
  深潟康二
- Organizer
  電子情報通信学会情報論的学習理論と機械学習研究会（IBISML）
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Applications of convolutional neural networks to turbulence2022
- Author(s)
  K. Fukagata
- Organizer
  INI Workshop, Wall-bounded turbulence: beyond current boundaries (TURW04)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 流体場への畳み込みニューラルネットワークの応用2022
- Author(s)
  深潟康二
- Organizer
  JSPS国際拠点形成事業「磁場の多様性が拓く超高温プラズマダイナミクスと構造形成の国際拠点形成」PLADySセミナー
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Theoretical and numerical analyses of unifor blowing and suction in turbulent plane Couette flow2022
- Author(s)
  Y. Nabae and K. Fukagata
- Organizer
  12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Toward Machine-Learning Assisted Fluid Mechanics2022
- Author(s)
  深潟康二
- Organizer
  日本学術会議公開シンポジウム「第７回理論応用力学シンポジウム－力学のさらなる発展に向けて－」
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] A new point of view on skin-friction contributions in adverse-pressure-gradient turbulent boundary layers2022
- Author(s)
  M. Atzori, S. Stroh, D. Gatti, K. Fukagata, R. Vinuesa, and P. Schlatter
- Organizer
  12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 熱流束センサ情報とニューラルネットワークを用いたチャネル乱流の状態推定2022
- Author(s)
  三浦怜之，松尾光昭，中村太一，深潟康二
- Organizer
  日本機械学会関東学生会第61回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Application of evolutional deep neural network to external flows2022
- Author(s)
  M. Matsuo, K. Fukagata, and T. Zaki
- Organizer
  15th World Congress on Computational Mechanics (WCCM-XV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] A low-cost resolvent analysis of flow around a bluff body2022
- Author(s)
  A. Sato and K. Fukagata
- Organizer
  15th World Congress on Computational Mechanics (WCCM-XV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 機械学習縮約モデルを用いた革新的流れ制御に向けて2022
- Author(s)
  深潟康二
- Organizer
  第83回関西CAE懇話会
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 機械学習を用いた流体現象の抽象的理解に向けた試み2022
- Author(s)
  石瀬健，兼平昇英，深潟康二
- Organizer
  日本機械学会関東学生会第61回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 流体力学と深層学習の融合：機械学習縮約モデルを用いた革新的流れ制御に向けて2022
- Author(s)
  深潟康二
- Organizer
  日本学術会議公開シンポジウム「第12回計算力学シンポジウム」
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Reconstructing turbulence with deep learning: uncertainty quantification and outlook2022
- Author(s)
  K. Fukami, R. Maulik, N. Ramachandra, M. Morimoto, R. Vinuesa, K. Fukagata, and K. Taira
- Organizer
  2022 SIAM Conference on Uncertainty Quantification (UQ22)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Deep learning-based unsteady flow estimation: Nonlinear convolution of wakes behind an oscillating cylinder2022
- Author(s)
  H. Chida, T. Nakamura, K. Zhang, and K. Fukagata
- Organizer
  15th World Congress on Computational Mechanics (WCCM-XV)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 畳み込みニューラルネットワークを用いた流れ場の低次元化・推定および制御2022
- Author(s)
  深潟康二
- Organizer
  日本機械学学会RC286「流れの先進的計測・シミュレーション法と流体情報の高度利用に関する研究分科会」第6回分科会
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Convolutional neural network-based three-dimensional fluid flow recovery from two-dimensional sectional data with super-resolution-based data augmentation2021
- Author(s)
  M. Matsuo, T. Nakamura, M. Morimoto, K. Fukami, and K. Fukagata
- Organizer
  Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (MMLDT-CSET 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 乱流場におけるPM2.5 の壁面への沈着挙動の数値モデリング2021
- Author(s)
  藤間葉子，新井梨乃，難波江佑介，深潟康二
- Organizer
  日本機械学会関東学生会第60回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-20H00636
[Presentation] Toward machine learning based control of turbulence2021
- Author(s)
  K. Fukagata
- Organizer
  International Congress of Theoretical and Applied Mechanics (25th ICTAM)
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 流動場の空間再構築のための階層型ニューラルネットワーク2021
- Author(s)
  守矢直樹，森本将生，深見開，長谷川一登，深潟康二
- Organizer
  日本流体力学会年会2021
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Visualization of nonlinear modal structures for three-dimensional unsteady fluid flows with customized decoder design2021
- Author(s)
  K. Hasegawa, K. Fukami, and K. Fukagata
- Organizer
  Machine Learning and the Physical Sciences, Workshop at the 35th Conference on Neural Information Processing Systems (NeurIPS)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Extracting nonlinear dynamics of low-dimensionalized flows2021
- Author(s)
  K. Fukami, T. Murata, and K. Fukagata
- Organizer
  International Congress of Theoretical and Applied Mechanics (25th ICTAM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Application of convolutional neural networks to fluid mechanics problems: toward machine-learning-assisted flow control2021
- Author(s)
  深潟康二
- Organizer
  IUTAM Subcommittee meeting
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 流体解析への機械学習の応用2021
- Author(s)
  深潟康二
- Organizer
  日本応用数理学会ものづくり企業に役立つ応用数理手法の研究会
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] ニューラルネットワークに基づく流れ場推定におけるモデルの不確かさの評価2021
- Author(s)
  森本将生, 深見開, Romit Maulik, Ricardo Vinuesa, 深潟康二
- Organizer
  第35回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Utilization of autoencoder-based nonlinear manifolds for fluid flow forecasts driven with long short-term memory2021
- Author(s)
  T. Nakamura, K. Fukami, K. Hasegawa, Y. Nabae, K. Fukagata
- Organizer
  DataLearning Working Group Seminar, Imperial College London
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 適応サンプリングと組み合わせた畳み込みニューラルネットワークに基づく二次元データからの三次元データの再構築2021
- Author(s)
  松尾光昭，森本将生，中村太一，深見開，深潟康二
- Organizer
  日本機械学会関東学生会第60回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Latent variable-based analysis with machine learning for reduced-order modeling and control of fluid flows2021
- Author(s)
  K. Fukami, K. Hasegawa, T. Nakamura, S. Kanehira, and K. Fukagata
- Organizer
  16th U.S. National Congress on Computational Mechanics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 遷移境界層流れにおけるスパースセンサからのCNNベース大域場再構築2021
- Author(s)
  中村太一, 深見開, 深潟康二
- Organizer
  第35回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] バンプを持つチャネル乱流に対するフィードバック制御の直接数値シミュレーション2021
- Author(s)
  大河内祐輔, 難波江佑介, 深潟康二
- Organizer
  第35回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Global field reconstruction from sparse sensors with Voronoi tessellation-assisted convolutional neural network2021
- Author(s)
  K. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, and K. Taira
- Organizer
  Remote Colloquium on Vortex Dominated Flows (ReCovor)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Latent space-based feedback control design: Machine-learning-based reduced order modeling of unsteady fluid flows2021
- Author(s)
  S. Kanehira, K. Fukami, K. Hasegawa, T. Nakamura, M. Morimoto, and K. Fukagata
- Organizer
  Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (MMLDT-CSET 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Applications of CNN autoencoders to fluid mechanics problems2021
- Author(s)
  K. Fukagata
- Organizer
  RIMS Workshop, Mathematical methods for the studies of flow, shape, and dynamics
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Data-driven reduced-order modeling for turbulent flow forecast: neural networks and sparse regressions2021
- Author(s)
  T. Nakamura, K. Fukami, and K. Fukagata
- Organizer
  Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (MMLDT-CSET 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] チャネル乱流LES に対する教師あり機械学習ベースのデータ駆動型壁モデリング2021
- Author(s)
  守矢直樹，深見開，難波江佑介，中村太一，森本将生，深潟康二
- Organizer
  日本機械学会関東学生会第60回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 流体力学における機械学習の応用2021
- Author(s)
  深潟康二
- Organizer
  東大原子力セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 畳み込みニューラルネットワークを用いたスパースセンサからの流れ場状態推定2021
- Author(s)
  中村太一，深見開，深潟康二
- Organizer
  日本機械学会2021年度年次大会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 非線形ダイナミカルシステムに対するニューラルネットワークを用いた異常検知2021
- Author(s)
  森本将生，深見開，中村太一，深潟康二
- Organizer
  日本機械学会関東支部第27期総会・講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Low-dimensionalized flow representation with customized autoencoders2021
- Author(s)
  K. Fukami, T. Murata, K. Fukagata
- Organizer
  14th World Congress on Computational Mechanics (WCCM 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Demonstration of machine learning-based reduced order modeling using unsteady flows around bluff bodies with various shapes2021
- Author(s)
  K. Hasegawa, K. Fukami, and K. Fukagata
- Organizer
  International Congress of Theoretical and Applied Mechanics (25th ICTAM)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Toward practical global field reconstruction from sparse sensors with deep learning2021
- Author(s)
  K. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, K. Taira
- Organizer
  DataLearning Working Group Seminar, Imperial College London
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 畳み込みニューラルネットワークの流体解析への応用2021
- Author(s)
  深潟康二
- Organizer
  自動車技術会第9回CFD技術部門委員会
- Invited
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Towards practical uses of supervised neural networks for fluid flow regressions2021
- Author(s)
  M. Morimoto, K. Fukami, K. Zhang, and K. Fukagata
- Organizer
  Mechanistic Machine Learning and Digital Twins for Computational Science, Engineering & Technology (MMLDT-CSET 2021)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 機械学習を用いた乱流の状態推定：入力ノイズに対するロバスト性2021
- Author(s)
  中村太一，深見開，深潟康二
- Organizer
  日本機械学会関東支部第27期総会・講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Parameter influence of supervised/unsupervised use of convolutional neural networks for fluid flow analyses2021
- Author(s)
  M. Morimoto, K. Fukami, K. Zhang, A. G. Nair, and K. Fukagata
- Organizer
  16th U.S. National Congress on Computational Mechanics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] オートエンコーダとSINDy を用いた非定常流れにおけるフィードバック制御2021
- Author(s)
  兼平昇英，深見開，長谷川一登，中村太一，森本将生，深潟康二
- Organizer
  日本機械学会関東学生会第60回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 潜在ベクトルとスパース回帰を用いた流れ場時系列解析：データ駆動型流れ制御に向けて2021
- Author(s)
  深見開，村田高彬，張凱，兼平昇英，深潟康二
- Organizer
  日本機械学会2021年度年次大会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Error-curve analysis of neural network and linear stochastic estimation for fluid flow problems2021
- Author(s)
  T. Nakamura, K. Fukami, and K. Fukagata
- Organizer
  16th U.S. National Congress on Computational Mechanics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] Convolutional neural network based fluid data enrichment for numerical and experimental studies2021
- Author(s)
  K. Fukami, K. Taira, M. Morimoto, K. Fukagata
- Organizer
  2021 SIAM Conference on Computational Science and Engineering
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Applications of convolutional neural networks to fluid mechanics problems2021
- Author(s)
  K. Fukagata
- Organizer
  International Workshop on Machine Learning for Soft Matter 2021
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Autoencoder based extraction of low-dimensional manifolds in fluid flows2021
- Author(s)
  M. Morimoto, K. Fukami, K. Hasegawa, T. Nakamura, K. Fukagata
- Organizer
  2021 SIAM Conference on Computational Science and Engineering
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 畳み込みニューラルネットワークに基づく非線形モード分解の3次元流れへの応用2021
- Author(s)
  長谷川一登，深見開，深潟康二
- Organizer
  日本機械学会2021年度年次大会
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 深層学習ベースの非定常流れ推定：振動円柱後流における非線形畳み込み2021
- Author(s)
  千田晃, 中村太一, 張凱, 深潟康二
- Organizer
  第35回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-21H05007
[Presentation] 流体力学への機械学習の応用2021
- Author(s)
  深潟康二
- Organizer
  日本機械学会流体工学部門講習会「流体とインフォマティクス」
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] The use of convolutional neural networks for PIV data augmentation2021
- Author(s)
  M. Morimoto, K. Fukami, H. Murakami, K. Fukagata
- Organizer
  14th World Congress on Computational Mechanics (WCCM 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 階層型CNNオートエンコーダを用いた流れ場の非線形モードの抽出2020
- Author(s)
  中村太一，深見開，深潟康二
- Organizer
  日本流体力学会年会2020
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] チャネル乱流LESの壁モデル構築のための教師付き機械学習2020
- Author(s)
  守矢直樹，深見開，難波江佑介，森本将生，中村太一，深潟康二
- Organizer
  第34回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流×機械学習2020
- Author(s)
  深潟康二
- Organizer
  日本機械学会熱工学部門・流体工学部門・計算力学部門合同講習会「機械学習×熱・流体工学の最先端」
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Unstructured fluid flow data recovery using machine learning and Voronoi diagrams2020
- Author(s)
  K. Fukami, R. Maulik, N. Ramachandra, K. Taira, K. Fukagata
- Organizer
  73rd Annual Meeting of the APS Division of Fluid Dynamics (APS DFD 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Convolutional neural network based wall modeling for large eddy simulation in a turbulent channel flow2020
- Author(s)
  N. Moriya, K. Fukami, Y. Nabae, M. Morimoto, T. Nakamura, K. Fukagata
- Organizer
  73rd Annual Meeting of the APS Division of Fluid Dynamics (APS DFD 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習技術の流体力学への応用と課題2020
- Author(s)
  深潟康二
- Organizer
  JST-CRDS「複雑な流れ現象の解明と統合的制御」セミナー第３回
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 畳み込みニューラルネットワークの流体解析への応用2020
- Author(s)
  深潟康二
- Organizer
  アドバンスソフト「機械学習と流体シミュレーションセミナー」
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Probabilistic neural network-based reduced order surrogate for fluid flows2020
- Author(s)
  K. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, K. Taira
- Organizer
  Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] CNN-AE/LSTM based turbulent flow forecast on low-dimensional latent space2020
- Author(s)
  T. Nakamura, K. Fukami, K. Hasegawa, Y. Nabae, K. Fukagata
- Organizer
  Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Visualization of internal procedure in neural networks for fluid flows2020
- Author(s)
  M. Morimoto, K. Fukami, K. Fukagata
- Organizer
  73rd Annual Meeting of the APS Division of Fluid Dynamics (APS DFD 2020)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 大規模構造に対するOpposition control のレゾルベント解析2020
- Author(s)
  植草理子，Mitul Luhar，深潟康二
- Organizer
  日本機械学会2020年度年次大会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習を用いたチャネル乱流における状態推定とそのセンサ情報ロバスト性2020
- Author(s)
  中村太一，深見開，深潟康二
- Organizer
  第34回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 解釈・汎化可能性の観点から見る流体問題への実用的な機械学習に向けて2020
- Author(s)
  森本将生，深見開，張凱，深潟康二
- Organizer
  第34回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習を用いた2 次元データから3 次元流れ場の再構築2020
- Author(s)
  松尾光昭，森本将生，中村太一，深見開，深潟康二
- Organizer
  第34回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Relationship between electrostatic charging variations of atmospheric sub-micron particles and meteorological condition2020
- Author(s)
  Iwata, A., Tabata, R., Fujioka, K., Yonemichi, T., Fukagata, K., Okuda, T.
- Organizer
  European Aerosol Conference 2020
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20H00636
[Presentation] 様々な流れ場に対するオートエンコーダを用いた低次元化の調査2020
- Author(s)
  森本将生，深見開，長谷川一登，中村太一，深潟康二
- Organizer
  日本流体力学会年会2020
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 畳み込みニューラルネットワークの流体力学への応用2020
- Author(s)
  深潟康二
- Organizer
  日本機械学会東海支部講習会「基礎科目に立脚し最新の工学技術を学ぶ講習会」
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 非定常層流および乱流への機械学習の応用2019
- Author(s)
  深潟康二
- Organizer
  第22回若手科学者によるプラズマ研究会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Image-based super-resolution analysis with machine learning for two-dimensional turbulence2019
- Author(s)
  Kai Fukami, Koji Fukagata, Kunihiko Taira
- Organizer
  The 13th Southern California Flow Physics Symposium (SoCal Fluids XIII)
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流の機械学習と制御2019
- Author(s)
  深潟康二
- Organizer
  第3回CAEワークショップ
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Turbulent friction drag reduction: From feedback to predetermined, and feedback again2019
- Author(s)
  Koji Fukagata
- Organizer
  5th Symposium on Fluid-Structure-Sound Interactions and Control (FSSIC2019)
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] CNN-SINDy based reduced order modeling of unsteady flow fields2019
- Author(s)
  Takaaki Murata, Kai Fukami, Koji Fukagata
- Organizer
  The ASME-JSME-KSME Joint Fluids Engineering Conference 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 平均流速分布の操作による乱流摩擦抵抗低減のレゾルベント解析2019
- Author(s)
  植草理子，川越愛夏，深潟康二
- Organizer
  日本機械学会関東学生会第58回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流の制御と機械学習2019
- Author(s)
  深潟康二
- Organizer
  流体若手夏の学校2019
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 3次元チャネル乱流における機械学習超解像解析2019
- Author(s)
  深見開，深潟康二，平邦彦
- Organizer
  日本機械学会第97期流体工学部門講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] オートエンコーダを用いたチャネル乱流の機械学習2019
- Author(s)
  中村太一，深見開，長谷川一登，村田高彬，難波江佑介，深潟康二
- Organizer
  第33回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Clark-Y翼の揚抗比向上の吹出し・吸込み位置の最適化2019
- Author(s)
  大橋正広,廣川詩歩,江藤薫子,深潟康二,徳川直子
- Organizer
  日本機械学会関東学生会第58回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Data-driven reduced order modeling of flows around two-dimensional bluff bodies of various shapes2019
- Author(s)
  Kazuto Hasegawa, Kai Fukami, Takaaki Murata, Koji Fukagata,
- Organizer
  The ASME-JSME-KSME Joint Fluids Engineering Conference 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流および非定常層流の機械学習2019
- Author(s)
  深潟康二
- Organizer
  大阪大学数理・データ科学セミナー数理モデルセミナーシリーズ第21回
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流シミュレーションの基礎（＋乱流制御，機械学習）2019
- Author(s)
  深潟康二
- Organizer
  COMSOL Days 流体セミナー
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Space-time recovery of high-resolution turbulent flow fields with machine learning based super resolution2019
- Author(s)
  Kai Fukami, Koji Fukagata, Kunihiko Taira
- Organizer
  72nd Annual Meeting of the APS Division of Fluid Dynamics
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習に基づくデータ拡張によるPIVの精度向上2019
- Author(s)
  森本将生，深見開，長谷川一登，村田高彬，村上光，深潟康二
- Organizer
  第33回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習技術の流体解析への応用2019
- Author(s)
  深潟康二
- Organizer
  自動車技術会第20回流体技術部門委員会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習に基づく縮約モデルを用いた非定常流れの予測2019
- Author(s)
  長谷川一登，深見開，村田高彬，深潟康二
- Organizer
  日本機械学会関東学生会第58回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流の機械学習における最近の動向2019
- Author(s)
  深潟康二
- Organizer
  日本流体力学会年会2019
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Suppression of vortex shedding in flow around a square cylinder by suboptimal control2019
- Author(s)
  Yusuke Nabae, Yosuke Fujita, Koji Fukagata
- Organizer
  The 2nd Pacific Rim Thermal Engineering Conference (PRTEC2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Flow control and machine learning studies at Keio Fukagata Lab2019
- Author(s)
  Koji Fukagata
- Organizer
  Mechanical and Aerospace Engineering Department Seminars, Thermo Fluids Series, UCLA
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 畳み込みニューラルネットワークを用いた流れ場の回帰2019
- Author(s)
  深潟康二
- Organizer
  第47回可視化情報シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Super-resolution analysis with machine learning for low-resolution flow data2019
- Author(s)
  Kai Fukami, Koji Fukagata, Kunihiko Taira
- Organizer
  11th International Symposium on Turbulence and Shear Flow Phenomena (TSFP11)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習の流体力学への応用2019
- Author(s)
  深潟康二
- Organizer
  日本学術会議公開シンポジウム「第4回理論応用力学シンポジウム」- 力学と新学術の融合 -
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] A machine-learned turbulence generator for the channel flow2019
- Author(s)
  Kai Fukami, Yusuke Nabae, Ken Kawai, Koji Fukagata
- Organizer
  The 2nd Pacific Rim Thermal Engineering Conference (PRTEC2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Resolvent analysis of turbulent friction drag reduction by manipulation of mean velocity profile2019
- Author(s)
  Riko Uekusa, Aika Kawagoe, Yusuke Nabae, Koji Fukagata
- Organizer
  The ASME-JSME-KSME Joint Fluids Engineering Conference 2019
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 乱流解析への機械学習の応用2019
- Author(s)
  深潟康二
- Organizer
  第65回理論応用力学講演会・第22回土木学会応用力学シンポジウム
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 2次元流れへの機械学習超解像の応用2019
- Author(s)
  深見開，深潟康二，平邦彦
- Organizer
  日本流体力学会年会2019
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Elucidation of the relationship between the electrostatic charging state of ambient aerosols and meteorological condition by a parallel electrode plate device2019
- Author(s)
  Ryoya Tabata, Ayumi Iwata, Kentaro Fujioka, Takuto Yonemichi, Koji Fukagata, and Tomoaki Okuda
- Organizer
  11th Asian Aerosol Conference (Hong Kong, China)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] Resolvent analysis for dissimilar control in turbulent channel flow2019
- Author(s)
  Riko Uekusa, Aika Kawagoe, Yusuke Nabae, Koji Fukagata
- Organizer
  The 2nd Pacific Rim Thermal Engineering Conference (PRTEC2019)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習を用いた円柱周り流れのレイノルズ数依存性の予測2018
- Author(s)
  長谷川一登，深見開，村田高彬，深潟康二
- Organizer
  第32回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 機械学習を用いた乱流の特徴抽出手法の構築に向けて2018
- Author(s)
  深潟康二，山本誠，岩本薫，長谷川洋介，塚原隆裕，福島直哉，守裕也，青木義満
- Organizer
  日本流体力学会年会2018
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 一様吹出し制御による翼面摩擦抵抗低減効果の実験的定量評価2018
- Author(s)
  江藤薫子,近藤佑亮,深潟康二,徳川直子
- Organizer
  日本機械学会第96期流体工学部門講演会
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Reynolds number effect of drag reduction by traveling wave-like wall deformation in turbulent channel flow2018
- Author(s)
  Yusuke Nabae, Ken Kawai, and Koji Fukagata
- Organizer
  12th International ERCOFTAC Symposium on Engineering Turbulence Modelling and Measurements (ETMM12)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Friction drag reduction on an airfoil using passive blowing2018
- Author(s)
  Shiho Hirokawa, Kaoruko Eto , Yusuke Kondo, Koji Fukagata, Naoko Tokugawa
- Organizer
  The 71st Annual Meeting of the American Physical Society’s Division of Fluid Dynamics (DFD)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Numerical simulation of a parallel-plate separator for PM2.52018
- Author(s)
  Yonemichi, T., Fukagata, K., Fujioka, K., Okuda, T.
- Organizer
  10th International Aerosol Conference, St. Louis, USA
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] パンタグラフ舟体周り流れの準最適制御2018
- Author(s)
  村田高彬，藤田洋輔，深潟康二，光用剛
- Organizer
  日本機械学会関東学生会第57回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Spectral analysis of turbulent kinetic energy transport in controlled channel flow2018
- Author(s)
  Aika Kawagoe, Satoshi Nakashima, Mitul Luhar, and Koji Fukagata
- Organizer
  12th European Fluid Mechanics Conference (EFMC12)
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] スイッチ機構を持つ吹出しによる翼面摩擦抵抗低減の風洞実験2018
- Author(s)
  廣川詩歩,江藤薫子,近藤佑亮,深潟康二,徳川直子
- Organizer
  日本機械学会　関東学生会第57回学生員卒業研究発表講演会
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] 機械学習を用いた円柱周り流れにおける低次元モードの抽出と時間発展予測2018
- Author(s)
  村田高彬，深見開，深潟康二
- Organizer
  第32回数値流体力学シンポジウム
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 受動吹出し制御による翼面摩擦抵抗低減の風洞実験2018
- Author(s)
  廣川詩歩,江藤薫子,近藤佑亮,深潟康二,徳川直子
- Organizer
  日本機械学会第96期流体工学部門講演会
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Measurement of the electrostatic charging state of ambient aerosol using a parallel electrode plate device2018
- Author(s)
  Tabata, R., Iwata, A., Fujioka, K., Kurosawa, K., Yonemichi, T., Fukagata, K., Okuda, T.
- Organizer
  Joint International Symposium of 14th CACGP & 15th IGAC, Takamatsu, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] 乱流×機械学習＝？2018
- Author(s)
  深潟康二
- Organizer
  Prometech Simulation Conference 2018 (PSC 2018)
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Measurement of the electrostatic charging state of aerosol using a parallel electrode plate device2018
- Author(s)
  Fujioka, K., Iwata, A., Tabata, R., Kurosawa, K., Yonemichi, T., Fukagata, K., Okuda, T.
- Organizer
  10th International Aerosol Conference, St. Louis, USA
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] レゾルベント解析の示唆に基づく乱流摩擦抵抗低減手法の提案2018
- Author(s)
  川越愛夏，中島聡，深潟康二，Mitul Luhar
- Organizer
  日本機械学会第96期流体工学部門講演会
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] Experimental study of friction drag reduction on an airfoil using uniform blowing2018
- Author(s)
  Kaoruko Eto , Yusuke Kondo, Koji Fukagata, Naoko Tokugawa
- Organizer
  12th European Fluid Mechanics Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] CNN-LSTMを用いた非定常流れの機械学習2018
- Author(s)
  深潟康二
- Organizer
  日本機械学会2018年度第4回RC277分科会
- Invited
- Data Source
  KAKENHI-PROJECT-18H03758
[Presentation] 一様吹出しによる翼面摩擦抵抗低減効果及び吹出し面性状に対する実験的検討2018
- Author(s)
  江藤薫子,近藤佑亮,深潟康二,徳川直子
- Organizer
  日本流体力学会年会2018
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Friction Drag Reduction on a Clark-Y AirfoilUsing Uniform Blowing2018
- Author(s)
  Kaoruko Eto , Yusuke Kondo, Koji Fukagata, Naoko Tokugawa
- Organizer
  AIAA Aviation 2018
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Resolvent analysis for turbulent friction drag reduction2018
- Author(s)
  K. Fukagata, S. Nakashima, A. Kawagoe, and M. Luhar
- Organizer
  Workshop on Active Drag Reduction, Aachen, Germany, 15-16 March 2018
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Measurement of the chemical components of aerosol particles with different electrostatic charging state2018
- Author(s)
  Kurosawa, K., Fujioka, K., Yonemichi, T., Fukagata, K., Okuda, T.
- Organizer
  Joint International Symposium of 14th CACGP & 15th IGAC, Takamatsu, Japan
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] 一様吹出しによる翼面摩擦抵抗低減の風洞実験2017
- Author(s)
  江藤薫子，近藤佑亮，深潟康二，徳川　直子
- Organizer
  関東学生会第５６回学生員卒業研究発表講演会
- Place of Presentation
  東京理科大学葛飾キャンパス（東京都・葛飾区）
- Year and Date
  2017-03-16
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Extension of suboptimal control theory for flow around a square cylinder2017
- Author(s)
  Y. Fujita and K. Fukagata
- Organizer
  70th Annual Meeting of the APS Division of Fluid Dynamics, Denver, November 19-21, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Turbulent friction drag reduction based on resolvent analysis2017
- Author(s)
  A. Kawagoe, S. Nakashima, M. Luhar, and K. Fukagata
- Organizer
  The Ninth JSME-KSME Thermal and Fluids Engineering Conference (TFEC9), Okinawa, October 27-30, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] 平行電極板デバイスを用いた実環境大気エアロゾルの帯電状態の測定2017
- Author(s)
  藤岡謙太郎、米道卓音、深潟康二、北川みどり、岡久峻一、高島拓、奥田知明
- Organizer
  第58回大気環境学会年会、兵庫医療大学
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] Direct numerical simulation of drag reduction with uniform blowing over a two-dimensional roughness2017
- Author(s)
  E. Mori, M. Quadrio, and K. Fukagata
- Organizer
  European Drag Reduction and Flow Control Meeting - EDRFCM 2017, Rome, Italy, April 3-6, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Numerical simulation of a parallel plate particle separator for measurement of charging state of PM2.52017
- Author(s)
  Yonemichi, T., Fukagata, K., Fujioka, K., Okuda, T.
- Organizer
  9th JSME-KSME Thermal and Fluids Engineering Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-17H01864
[Presentation] Resolvent-based feedback control for turbulent friction drag reduction2017
- Author(s)
  A. Kawagoe, S. Nakashima, M. Luhar, and K. Fukagata
- Organizer
  70th Annual Meeting of the APS Division of Fluid Dynamics, Denver, November 19-21, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Wind-Tunnel Experiment of A Friction Drag Reduction on A Clark-Y Airfoil Using Uniform Blowing2017
- Author(s)
  K. Etou, Y. Kondo, K. Fukagata, N. Tokugawa
- Organizer
  the Ninth JSME-KSME Thermal and Fluids Engineering Conference
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Friction Drag Reduction of an Airfoil Using Uniform Blowing2017
- Author(s)
  Y. Kondo, K. Etou, K. Fukagata, N. Tokugawa
- Organizer
  16th European Turbulence Conference
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Proposal of control laws for turbulent friction drag reduction based on resolvent analysis2017
- Author(s)
  A. Kawagoe, S. Nakashima, M. Luhar, and K. Fukagata,
- Organizer
  16th European Turbulence Conference (ETC16), Stockholm, August 21-24, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Toward dissimilar control of turbulent momentum and heat transfer2017
- Author(s)
  K. Fukagata
- Organizer
  Asian Symposium on Computational Heat Transfer and Fluid Flow (ASCHT 2017), Chennai, December 10-13, 2017
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Resolvent analysis of suboptimal control for turbulent skin friction drag reduction2017
- Author(s)
  S. Nakashima, K. Fukagata, and M. Luhar
- Organizer
  70th Annual Meeting of the APS Division of Fluid Dynamics, Denver, November 19-21, 2017
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] 進行波状壁面変形によるチャネル乱流抵抗低減のパラメトリックスタディ2016
- Author(s)
  河合謙，深潟康二
- Organizer
  日本機械学会第94期流体工学部門講演会
- Place of Presentation
  山口大学（山口県・宇部市）
- Year and Date
  2016-11-12
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] 圧力こう配を伴う乱流境界層における一様吹出し／吸込みの摩擦抵抗低減効果2016
- Author(s)
  近藤佑亮，深潟康二，徳川　直子
- Organizer
  日本機械学会第94期流体工学部門講演会
- Place of Presentation
  山口大学工学部(山口県・宇部市)
- Year and Date
  2016-11-12
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Revisiting hot-wire anemometry close to solid walls2016
- Author(s)
  Y. Ikeya, R. Oerlue, K. Fukagata, and P. H. Alfredsson
- Organizer
  11th Int. ERCOFTAC Symp. on Engineering Turbulence Modelling and Measurements (ETMM11)
- Place of Presentation
  Palermo, Italy
- Year and Date
  2016-09-21
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-16K06900
[Presentation] Direct numerical simulation of drag reduction with uniform blowing over a rough wall2016
- Author(s)
  E. Mori, M. Quadrio, and K. Fukagata
- Organizer
  11th Int. ERCOFTAC Symp. on Engineering Turbulence Modelling and Measurements (ETMM11)
- Place of Presentation
  Palermo (Italy)
- Year and Date
  2016-09-21
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] 準最適制御による乱流摩擦抵抗低減のレゾルベント解析2016
- Author(s)
  中島聡，深潟康二，Mitul Luhar
- Organizer
  日本機械学会第94期流体工学部門講演会
- Place of Presentation
  山口大学（山口県・宇部市）
- Year and Date
  2016-11-12
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] 準最適制御を用いた角柱周り流れの抵抗低減2016
- Author(s)
  藤田洋輔，深潟康二
- Organizer
  日本機械学会第94期流体工学部門講演会
- Place of Presentation
  山口大学（山口県・宇部市）
- Year and Date
  2016-11-12
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Large eddy simulation of flow around a circular cylinder controlled using plasma actuators2016
- Author(s)
  S. Mukumoto and K. Fukagata
- Organizer
  11th European Fluid Mechanics Conference (EFMC11)
- Place of Presentation
  Seville (Spain)
- Year and Date
  2016-09-12
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Numerical simulation of flow and heat transfer around a circular cylinder using immersed boundary method2016
- Author(s)
  H. Kor and K. Fukagata
- Organizer
  irst Pacific Rim Thermal Engineering Conference (PRTEC2016)
- Place of Presentation
  Hawaii (USA)
- Year and Date
  2016-03-13
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Drag reduction in spatially developing turbulent boundary layers by blowing at constant mass-flux2015
- Author(s)
  Y. Kametani, K. Fukagata, R. Orlu, and P. Schlatter
- Organizer
  9th Int. Symp. on Turbulence and Shear Flow Phenomena (TSFP-9)
- Place of Presentation
  Melbourne (Australia)
- Year and Date
  2015-06-30
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Turbulent friction drag reduction by streamwise and spanwise traveling waves2015
- Author(s)
  K. Fukagata
- Organizer
  FOR 1779 Symposium Active Drag Reduction
- Place of Presentation
  Aachen (Germany)
- Year and Date
  2015-11-09
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Flow control based on some integral relationships2015
- Author(s)
  K. Fukagata
- Organizer
  ASME-JSME-KSME Joint Fluids Engineering Conference 2015
- Place of Presentation
  Seoul (Korea)
- Year and Date
  2015-07-26
- Invited / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Dynamical optimization of the trailing-edge shape of a bluff body by means of extremum-seeking2013
- Author(s)
  K. Nakayama, H. Naito, and K. Fukagata
- Organizer
  21st AIAA Computational Fluid Dynamics Conference
- Place of Presentation
  San Diego, CA, USA
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Determination of the strength of dielectric barrier discharge plasma actuators for lift and drag control2013
- Author(s)
  T. Mizokami, D. Noguchi, and K. Fukagata
- Organizer
  21st AIAA Computational Fluid Dynamics Conference
- Place of Presentation
  Poitier, France
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Relaminarization of turbulent channel flow by pre-determined control2013
- Author(s)
  K. Fukagata
- Organizer
  2013 SIAM Annual Meeting
- Place of Presentation
  San Diego, CA, USA
- Invited
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] 進行波状壁面変形を用いた伝熱制御の直接数値シミュレーション2013
- Author(s)
  内野圭介，深潟康二
- Organizer
  第27回数値流体力学シンポジウム
- Place of Presentation
  名古屋大学
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Numerical simulation of passive control of flow around a circular cylinder using2013
- Author(s)
  K. Fukagata
- Organizer
  KTH–Fluid Mechanics Seminar
- Place of Presentation
  Stockholm, Sweden
- Invited
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Level set法を用いた単純せん断下の二相界面挙動の数値シミュレーション2012
- Author(s)
  橋本和卓, 深潟康二
- Organizer
  日本機械学会関東学生会第51回学生員卒業研究発表講演会
- Place of Presentation
  習志野
- Year and Date
  2012-03-09
- Data Source
  KAKENHI-PROJECT-21760136
[Presentation] 鉛直矩形管内における液相中の単一気泡および液滴の挙動2011
- Author(s)
  矢内貴士, 田村秀一, 井上薫, 深潟康二
- Organizer
  日本機械学会関東学生会第50回学生員卒業研究発表講演会
- Place of Presentation
  横浜
- Year and Date
  2011-03-18
- Data Source
  KAKENHI-PROJECT-21760136
[Presentation] Evolutionary optimization of a compliant surface for turbulent friction drag reduction2010
- Author(s)
  Fukagata K.
- Organizer
  2nd Int.Workshops on Advances in Computational Mechanics
- Place of Presentation
  横浜(招待講演)
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Development of membrane model by using Level-Set method2010
- Author(s)
  S. Tamura and K. Fukagata
- Organizer
  Proc. 7th Int. Conf. on Flow Dynamics
- Place of Presentation
  Sendai
- Data Source
  KAKENHI-PROJECT-21760136
[Presentation] Development of membrane model by using Level-Set method2010
- Author(s)
  S.Tamura, K.Fukagata
- Organizer
  7th International Conference on Flow Dynamics
- Place of Presentation
  仙台
- Year and Date
  2010-11-02
- Data Source
  KAKENHI-PROJECT-21760136
[Presentation] 空間発達乱流境界層における壁面加熱による摩擦抵抗低減の数値シミュレーション2010
- Author(s)
  亀谷幸憲, 深潟康二
- Organizer
  日本機械学会第88期流体工学部門講演会
- Place of Presentation
  米沢山形大学
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Simultaneous control for friction drag reduction and heat transfer augmentation by traveling wave-like blowing/suction2010
- Author(s)
  Higashi K., Mamori H., Fukagata K.
- Organizer
  7th Int.Conf.on Flow Dynamics
- Place of Presentation
  Sendai
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] 進行波状壁面変形を用いたチャネル乱流の再層流化2010
- Author(s)
  中西李緒, 守裕也, 深潟康二
- Organizer
  日本機械学会第88期流体工学部門講演会
- Place of Presentation
  米沢
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Numerical simulation of friction drag reduction control in spatially developing boundary layer2010
- Author(s)
  Kametani Y., Fukagata K.
- Organizer
  8th Euromech Fluid Mechanics Conf.(EFMC8)
- Place of Presentation
  Bad Reichenhall
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] プラズマアクチュエータを用いた進行波状吹出しによる乱流摩擦抵抗低減の数値シミュレーション2010
- Author(s)
  村井泰仁, 深潟康二
- Organizer
  日本機械学会第88期流体工学部門講演会
- Place of Presentation
  米沢山形大学
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] CIP-Level Set法を用いた細胞膜モデル計算手法の開発2010
- Author(s)
  田村秀一, 深潟康二
- Organizer
  第24回数値流体力学シンポジウム
- Place of Presentation
  横浜
- Data Source
  KAKENHI-PROJECT-21760136
[Presentation] Control of Turbulence Transport-Less Friction and More Heat Transfer-2010
- Author(s)
  Kasagi N., Hasegawa Y., Fukagata K., Iwamoto K.
- Organizer
  14th Int.Heat Transfer Conference
- Place of Presentation
  Washington(米国)
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] 進行波状壁面変形を用いたチャネル乱流の再層流化2010
- Author(s)
  中西李緒, 守裕也, 深潟康二
- Organizer
  日本機械学会第88期流体工学部門講演会
- Place of Presentation
  米沢山形大学
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Evolutionary optimization of a compliant surface for turbulent friction drag reduction(招待講演)2010
- Author(s)
  Fukagata, K.
- Organizer
  2nd Int.Workshops on Advances in Computational Mechanics.
- Place of Presentation
  横浜
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Numerical simulation of friction drag reduction control in spatially developing boundary layer2010
- Author(s)
  Kametani Y., Fukagata, K.
- Organizer
  8th Euromech Fluid Mechanics Conf.(EFMC8)
- Place of Presentation
  Bad Reichenhall(ドイツ)
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Simultaneous control for friction drag reduction and heat transfer augmentation by traveling wave-like blowing suction2010
- Author(s)
  Higashi K., Mamori H., Fukagata K.
- Organizer
  7th Int.Conf.on Flow Dynamics
- Place of Presentation
  Sendai 仙台国際センター
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Control of Turbulence Transport -Less Friction and More Heat Transfer2010
- Author(s)
  Kasagi N., Hasegawa Y., Fukagata K., Iwamoto K.
- Organizer
  14th Int.Heat Transfer Conference
- Place of Presentation
  Washington(招待講演)
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] 空間発達乱流境界層における壁面加熱による摩擦抵抗低減の数値シミュレーション2010
- Author(s)
  亀谷幸憲, 深潟康二
- Organizer
  日本機械学会第88期流体工学部門講演会
- Place of Presentation
  米沢
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] プラズマアクチュエータを用いた進行波状吹出しによる乱流摩擦抵抗低減の数値シミュレーション2010
- Author(s)
  村井泰仁, 深潟康二
- Organizer
  日本機械学会第88 期流体工学部門講演会
- Place of Presentation
  米沢
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Drag reduction in channel flow by traveling wave-like surface heating/cooling2009
- Author(s)
  Mamori, H., Fukagata, K., Hoepffner, J., Obi, S.
- Organizer
  6th Int.Symp.on Turbulence and Shear Flow Phenomena
- Place of Presentation
  Seoul, Korea
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] 乱流摩擦抵抗低減のためのフィードバック制御システム2009
- Author(s)
  深潟康二
- Organizer
  日本機械学会2009年度年次大会, ワークショップ「流体関連機器研究のパラダイムシフトはできるか?～研究・開発成功へのシナリオ～
- Place of Presentation
  盛岡(招待講演)
- Year and Date
  2009-09-16
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Direct numerical simulation of traveling wave control in spatially developing turbulent boundary layers2009
- Author(s)
  Kametani, Y., Fukagata, K., Obi, S.
- Organizer
  The Asian Symposium on Computational Heat Transfer and Fluid
- Place of Presentation
  Jeju,, Korea
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] CIP-Level Set法を用いたマイクロ流路中の細胞挙動の数値シミュレーション2009
- Author(s)
  田村秀一, 横田理央, 深潟康二
- Organizer
  第22回計算力学講演会
- Place of Presentation
  金沢
- Data Source
  KAKENHI-PROJECT-21760136
[Presentation] 乱流摩擦抵抗低減のためのフィードバック制御システム(招待講演)2009
- Author(s)
  深潟康二
- Organizer
  日本機械学会2009年度年次大会,ワークショップ「流体関連機器研究のパラダイムシフトはできるか?～研究・開発成功へのシナリオ
- Place of Presentation
  盛岡
- Year and Date
  2009-09-16
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Toward cost-effective control of wall turbulence for skin friction drag reduction2009
- Author(s)
  Kasagi N., Hasegawa Y., Fukagata K.
- Organizer
  12th Euromech European Turbulence Conference
- Place of Presentation
  Marburg(招待講演)
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Direct numerical simulation of traveling wave control in spatially developing turbulent boundary layer2009
- Author(s)
  Kametani Y., Fukagata K., Obi S.
- Organizer
  The Asian Symposium on Computational Heat Transfer and Fluid Flow
- Place of Presentation
  Jeju
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Toward cost-effective control of wall turbulence for skin friction dragreduction(招待講演)2009
- Author(s)
  Kasagi, N., Hasegawa, Y., Fukagata, K.
- Organizer
  12th Euromech European Turbulence Conference
- Place of Presentation
  Marburg, Germany
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Drag reduction in channel flow by traveling wave-like surface heating/cooling2009
- Author(s)
  Mamori H., Fukagata K., Hoepffner J., Obi S.
- Organizer
  6th Int.Symp.on Turbulence and Shear Flow Phenomena
- Place of Presentation
  Seoul
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Linear analysis of drag reduction in channel flow by wall heating/cooling2008
- Author(s)
  Mamori, H., Fukagata, K., Hoepffner, J., Obi.S.
- Organizer
  7th EUROMECH Fluid Mech.Conf.
- Place of Presentation
  Mancester, the UK
- Year and Date
  2008-07-14
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] 平行平板間流における進行波状体積力による摩擦抵抗低減効果の線形解析2008
- Author(s)
  守裕也, 深潟康二, オプフナージェローム, 小尾晋之介
- Organizer
  日本流体力学会2008
- Place of Presentation
  神戸
- Year and Date
  2008-09-04
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Linear analysis of drag reduction in channel flow by wall heating/cooling2008
- Author(s)
  Mamori H., Fukagata K., Hoepffner J., Obi S.
- Organizer
  7th EUROMECH Fluid Mech.Conf.
- Place of Presentation
  Mancester
- Year and Date
  2008-07-14
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Manipulation of the large-scale structure in wall turbulence for turbulent wall-friction-drag reduction2008
- Author(s)
  Fukagata, k., Kobayashi, M., Kasagi, N.
- Organizer
  7th Int.Symp.on Engineering Turbulence Modelling and Measurement
- Place of Presentation
  Cyprus, Cyprus
- Year and Date
  2008-06-04
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Manipulation of the large-scale structure in wall turbulence for turbulent wall-friction-drag reduction2008
- Author(s)
  Fukagata K., Kobayashi M., Kasagi N.
- Organizer
  7th Int.Symp.on Engineering Turbulence Modelling and Measurement
- Place of Presentation
  Cyprus
- Year and Date
  2008-06-04
- Data Source
  KAKENHI-PROJECT-20246036
[Presentation] Suboptimal control of spatially developing turbulent boundary layers
- Author(s)
  A. Stroh, K. Fukagata, P. Schlatter and B. Frohnapfel
- Organizer
  10th European Fluid Mehcanics Conference (EFMC10)
- Place of Presentation
  Copenhagen, Denmark
- Year and Date
  2014-09-14 – 2014-09-18
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Drag reduction in turbulent bounady layers: effect of uniform blowing and suction
- Author(s)
  Y. Kametani, K. Fukagata, R. Orlu, and P. Schlatter
- Organizer
  10th Int. ERCOFTAC Symp. on Engineering Turbulence Modelling and Measurements (ETMM10)
- Place of Presentation
  Marbella, Spain
- Year and Date
  2014-09-17 – 2014-09-19
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Detached eddy simulation of spatially developing turbulent boundary layer at high Reynolds number with uniform blowing
- Author(s)
  R. Kidogawa , Y. Kametani, and K. Fukagata
- Organizer
  10th Int. ERCOFTAC Symp. on Engineering Turbulence Modelling and Measurements (ETMM10)
- Place of Presentation
  Marbella, Spain
- Year and Date
  2014-09-17 – 2014-09-19
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Direct numerical simulation of a compressible turbulent channel flow with uniform blowing and suction through isothermal walls
- Author(s)
  Y. Kametani and K. Fukagata
- Organizer
  67th Annual Meeting of the APS Division of Fluid Dynamics
- Place of Presentation
  San Francisco, CA,USA
- Year and Date
  2014-11-23 – 2014-11-25
- Data Source
  KAKENHI-PROJECT-25420129
[Presentation] Direct numerical simulation of heat transfer control by means of traveling wave-like wall deformation
- Author(s)
  K. Uchino and K. Fukagata
- Organizer
  10th Int. ERCOFTAC Symp. on Engineering Turbulence Modelling and Measurements (ETMM10)
- Place of Presentation
  Marbella, Spain
- Year and Date
  2014-09-17 – 2014-09-19
- Data Source
  KAKENHI-PROJECT-25420129

1. IWAMOTO Kaoru (50408712)

# of Collaborated Projects: 3 results

# of Collaborated Products: 7 results
2. HASEGAWA Yosuke (30396783)

# of Collaborated Projects: 3 results

# of Collaborated Products: 31 results
3. Okuda Tomoaki (30348809)

# of Collaborated Projects: 2 results

# of Collaborated Products: 11 results
4. 山本誠 (20230584)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
5. 塚原隆裕 (60516186)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
6. 福島直哉 (80585240)

# of Collaborated Projects: 2 results

# of Collaborated Products: 2 results
7. 守裕也 (80706383)

# of Collaborated Projects: 2 results

# of Collaborated Products: 5 results
8. 岩田歩 (30827340)

# of Collaborated Projects: 2 results

# of Collaborated Products: 6 results
9. KASAGI Nobuhide (80107531)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. SUZUKI Yuji (80222066)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. Ishikawa (Tokugawa) Naoko (60358661)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 梶野瑞王 (00447939)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 傘木伸英

# of Collaborated Projects: 0 results

# of Collaborated Products: 12 results

Fukagata Koji 深潟 康二

FUKAGATA Koji 深潟 康二

深潟 康二 フカガタ コウジ

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Creation and implementation of an innovative flow control paradigm utilizing machine learningPrincipal Investigator

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Evaluation of the influence of charging state of atmospheric aerosol on particle deposition on human body and ground surface

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Construction of feature extraction method for turbulence big data by machine learningPrincipal Investigator

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Elucidation of the Electrostatic Charging State of Ambient Aerosols and Evaluation of Its Effect on Deposition to Body Tissue

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Research of automatic boundary layer control aimed lesser penalty

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Development of theoretical control methods for aerodynamic drag reductionPrincipal Investigator

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Numerical Simulation of Biological Cell Behavior in Fluid Channel by Using Interface Capturing MethodPrincipal Investigator

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Evolutional Fundamental Study on Active Control of Wall Turbulence

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複雑熱化学流動解析のための革新的数値シミュレーション技術の開発Principal Investigator

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[Book] 細胞療法・再生医療のための培養システム(紀ノ岡・酒井編)2010

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[Book] 旋回培養による軟骨再生, 細胞療法・再生医療のための培養システム2010

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[Journal Article] Theoretical and numerical analyses of turbulent plane Couette flow controlled using uniform blowing and suction2024

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[Journal Article] Reconstructing three-dimensional bluff body wake from sectional flow fields with convolutional neural networks2024

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[Journal Article] Turbulent drag reduction by streamwise traveling waves of wall-normal forcing2024

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Fukagata Koji 深潟康二

FUKAGATA Koji 深潟康二

深潟康二フカガタコウジ