Keio University

Presentations

Fukagata, Koji

121-140 items (total 620)

Modeling of PM2.5 deposition behavior on the wall surface

Speaker
Y. Fujima, R. Arai, Y. Nabae, and K. Fukagata
Conference Title
[Conference Category International presentation] Conference Title 15th World Congress on Computational Mechanics (WCCM-XV) Dates 2022.07.31 - 2022.08.05
Invitation Status
Without
Presentation Format
International presentation
Language of Publication
English
International Co-authorship
No
Conference Category
Oral presentation (general)

Feedback control effect in turbulent channel flow with a bump by means of direct numerical simulation

Speaker
Y. Okochi, Y. Nabae and K. Fukagata
Conference Title
[Conference Category International presentation] Conference Title 12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12) Dates 2022.06.19 - 2022.06.22
Invitation Status
Without
Presentation Format
International presentation
Language of Publication
English
International Co-authorship
No
Conference Category
Oral presentation (general)

Theoretical and numerical analyses of unifor blowing and suction in turbulent plane Couette flow

Speaker
Y. Nabae and K. Fukagata
Conference Title
[Conference Category International presentation] Conference Title 12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12) Dates 2022.06.19 - 2022.06.22
Invitation Status
Without
Presentation Format
International presentation
Language of Publication
English
International Co-authorship
No
Conference Category
Oral presentation (general)

A new point of view on skin-friction contributions in adverse-pressure-gradient turbulent boundary layers

Speaker
M. Atzori, S. Stroh, D. Gatti, K. Fukagata, R. Vinuesa, and P. Schlatter
Conference Title
[Conference Category International presentation] Conference Title 12th International Symposium on Turbulence and Shear Flow Phenomena (TSFP12) Dates 2022.06.19 - 2022.06.22
Invitation Status
Without
Presentation Format
International presentation
Language of Publication
English
International Co-authorship
Yes
Conference Category
Oral presentation (general)

Applications of convolutional neural network autoencoder for fluid flow analysis

Speaker
K. Fukagata
Conference Title
[Conference Category International presentation] Conference Title 33rd Parallel CFD International Conference (ParCFD 2022) Dates 2022.05.25 - 2022.05.27
Invitation Status
With
Presentation Format
International presentation
Language of Publication
English
International Co-authorship
No
Conference Category
Oral presentation (keynote)

Reconstructing turbulence with deep learning: uncertainty quantification and outlook

Speaker
K. Fukami, R. Maulik, N. Ramachandra, M. Morimoto, R. Vinuesa, K. Fukagata, and K. Taira
Conference Title
[Conference Category International presentation] Conference Title 2022 SIAM Conference on Uncertainty Quantification (UQ22) Dates 2022.04.12 - 2022.04.15
Invitation Status
Without
Presentation Format
International presentation
Language of Publication
English
International Co-authorship
Yes
Conference Category
Oral presentation (general)

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

Speaker
大道 浩志, 千田 晃, 石瀬 健, 松尾 光昭, 深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.12.14 - 2022.12.16
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (general)

流れの機械学習における内部構造の可視化手法の検討

Speaker
石瀬 健, 兼平 昇英 , 深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.12.14 - 2022.12.16
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (general)

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

Speaker
深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.12.05 - 2022.12.05
Invitation Status
With
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (invited, special)

機械学習縮約モデルを用いた革新的流れ制御に向けて

Speaker
深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.10.21 - 2022.10.21
Invitation Status
With
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (keynote)

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

Speaker
藤間 葉子,難波江 佑介,岩田 歩,石戸谷 澪,奥田 知明,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.09.27 - 2022.09.29
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (general)

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

Speaker
佐藤 碧,難波江 佑介,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.09.27 - 2022.09.29
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (general)

畳み込みニューラルネットワークを用いた熱流束センサ情報からの状態推定

Speaker
三浦 怜之,松尾 光昭,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.09.11 - 2022.09.14
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (general)

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

Speaker
石瀬 健,兼平 昇英,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.09.11 - 2022.09.14
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (general)
2022.07

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

Speaker
深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.07.25 - 2022.07.25
Invitation Status
With
Presentation Format
Domestic presentation
Language of Publication
Japanese
International Co-authorship
No
Conference Category
Oral presentation (invited, special)

流体場への畳み込みニューラルネットワークの応用

Speaker
深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.03.25 - 2022.03.25
Invitation Status
With
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (invited, special)

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

Speaker
深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.03.19 - 2022.03.19
Invitation Status
With
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (invited, special)

機械学習を用いた流体現象の抽象的理解に向けた試み

Speaker
石瀬 健,兼平 昇英,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.03.14 - 2022.03.14
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (general)

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

Speaker
千田 晃,中村 太一,張 凱,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.03.14 - 2022.03.14
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (general)

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

Speaker
三浦 怜之,松尾 光昭,中村 太一,深潟 康二
Conference Title
[Conference Category Domestic presentation] Dates 2022.03.14 - 2022.03.14
Invitation Status
Without
Presentation Format
Domestic presentation
Language of Publication
Japanese
Conference Category
Oral presentation (general)