Presentations
Fukagata, Koji
181-200 items (total 620)
Convolutional neural network based fluid data enrichment for numerical and experimental studies
- Speaker
- K. Fukami, K. Taira, M. Morimoto, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 2021 SIAM Conference on Computational Science and Engineering Dates 2021.03.01 - 2021.03.01
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Autoencoder based extraction of low-dimensional manifolds in fluid flows
- Speaker
- M. Morimoto, K. Fukami, K. Hasegawa, T. Nakamura, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 2021 SIAM Conference on Computational Science and Engineering Dates 2021.03.01 - 2021.03.01
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Bayesian optimisation and Gaussian process regression applied to boundary layer problems
- Speaker
- Y. Morita, S. Rezaeiravesh, N. Tabatabaei, R. Vinuesa, K. Fukagata, and P. Schlatter,
- Conference Title
- [Conference Category International presentation] Conference Title iTi 2021 Conference on Turbulence Dates 2021.02.25 - 2021.02.25
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Applications of convolutional neural networks to fluid mechanics problems
- Speaker
- K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title International Workshop on Machine Learning for Soft Matter 2021 Dates 2021.02.09 - 2021.02.09
- Invitation Status
- With
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (invited, special)
直交格子を用いた物体周りの流れの2 次元レゾルベント解析
- Speaker
- 佐藤 碧，深潟 康二，植草 理子，大橋 正広，難波江 佑介
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
摩擦抵抗低減のためのフィードバック制御を加えたクエット乱流の直接数値シミュレーション
- Speaker
- 大河内 祐輔，難波江 佑介，植草 理子，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
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
- Speaker
- 藤間 葉子，新井 梨乃，難波江 佑介，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
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
- Speaker
- 兼平 昇英，深見 開，長谷川 一登，中村 太一，森本 将生，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
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
- Speaker
- 守矢 直樹，深見 開，難波江 佑介，中村 太一，森本 将生，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
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
- Speaker
- 松尾 光昭，森本 将生，中村 太一，深見 開，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
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
- Speaker
- 森本 将生，深見 開，中村 太一，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
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
- Speaker
- 中村 太一，深見 開，深潟 康二
- Conference Title
- [Conference Category Domestic presentation] Dates 2021.03.10 - 2021.03.10
- Invitation Status
- Without
- Presentation Format
- Domestic presentation
- Language of Publication
- Japanese
- Conference Category
- Oral presentation (general)
Adjoit based sensitivity analysis for blowing/suction control to improve lift-to-drag ratio on a Clark-Y airfoil
- Speaker
- M. Ohashi, S. Hirokawa, K. Fukagata, and Naoko Tokugawa
- Conference Title
- [Conference Category International presentation] Conference Title 14th World Congress on Computational Mechanics (WCCM 2020) Dates 2021.01.11 - 2021.01.11
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
The use of convolutional neural networks for PIV data augmentation
- Speaker
- M. Morimoto, K. Fukami, H. Murakami, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 14th World Congress on Computational Mechanics (WCCM 2020) Dates 2021.01.11 - 2021.01.11
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Low-dimensionalized flow representation with customized autoencoders
- Speaker
- K. Fukami, T. Murata, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 14th World Congress on Computational Mechanics (WCCM 2020) Dates 2021.01.11 - 2021.01.11
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Probabilistic neural network-based reduced order surrogate for fluid flows
- Speaker
- K. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, and K. Taira
- Conference Title
- [Conference Category International presentation] Conference Title Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) Dates 2020.12.07 - 2020.12.07
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
CNN-AE/LSTM based turbulent flow forecast on low-dimensional latent space
- Speaker
- T. Nakamura, K. Fukami, K. Hasegawa, Y. Nabae, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020) Dates 2020.12.07 - 2020.12.07
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Convolutional neural network based wall modeling for large eddy simulation in a turbulent channel flow
- Speaker
- N. Moriya, K. Fukami, Y. Nabae, M. Morimoto, T. Nakamura, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 73rd Annual Meeting of the APS Division of Fluid Dynamics (APS DFD 2020) Dates 2020.11.22 - 2020.11.22
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Visualization of internal procedure in neural networks for fluid flows
- Speaker
- M. Morimoto, K. Fukami, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 73rd Annual Meeting of the APS Division of Fluid Dynamics (APS DFD 2020) Dates 2020.11.22 - 2020.11.22
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)
Unstructured fluid flow data recovery using machine learning and Voronoi diagrams
- Speaker
- K. Fukami, R. Maulik, N. Ramachandra, K. Taira, and K. Fukagata
- Conference Title
- [Conference Category International presentation] Conference Title 73rd Annual Meeting of the APS Division of Fluid Dynamics (APS DFD 2020) Dates 2020.11.22 - 2020.11.22
- Invitation Status
- Without
- Presentation Format
- International presentation
- Language of Publication
- English
- Conference Category
- Oral presentation (general)