gass9241.jpg

Welcome to Keio Univ. Fukagata Laboratory!

キトリ豬チスホツ邉リ ヘケゥウリノ オ。ウ」ケゥウリイハ ソシウクヲオ貍シ、マ2007ヌッ4キ、ヒテツタク、キ、ソ。「、゙、「、゙、「テ豺 [bigsmile]、ホクヲオ貍シ、ヌ、ケ。」ヒワクヲオ貍シ、ヌ、マ。「ホョツホホマウリ、ホ、ヲ、チ。「ニテ、ヒヘホョヒ狃、トケウト羣コ、ヒツ衙ス、オ、、ヘホョタゥク譯「ハェツホシ、ホョ、、ヒ、ェ、ア、アイハスミ、ホベタゥ、ハ、ノ。「ヘヘ。ケ、ハホョ、、ホタゥク譯ヲコヌナャイス、ヒエリ、ケ、ヘマタナェ。ヲソテヘナェ。ヲシツクウナェクヲオ讀ケヤ、テ、ニ、、、゙、ケ。」

ツ邉リア。、ヌ、マアヘムホマウリ。ヲキラササホマウリタス、、ヒスツー、キ。「ケニ箋ー、ホツセ、ホクヲオ豬。エリ、ネ、ホカィホマエリキク、ホ、筅ネ、ヒクヲオ讀ソハ、皃ニ、、、゙、ケ。」

クヲオ讌ュ。シ・。シ・ノ。ァホョツホホマウリ。、ホョ、、ホタゥク譯、ヘホョ。、ソテヘ・キ・゚・螂。シ・キ・逾。、シツクウ。、オ。ウ」ウリスャ
エリマ「ハャフ。ァケメカケゥウリ。、シォニーシヨケゥウリ。、・ィ・ヘ・・ョ。シケゥウリ。、オ、センウリ。、エトカュイスウリ。、・ヌ。シ・ソ・オ・、・ィ・・ケ

News

2021-01-12Conferenceソシクォ(クヲオ豌)。、ツ邯カ(M2)。、ソケヒワ(M1)、ャ 14th WCCM-ECCOMAS Congress (online)、ヒ、ニケヨア鬢ケヤ、、、゙、キ、ソ.
2021-01-11PreprintM. Morimoto, K. Fukami, K. Zhang, A. G. Nair, and K. Fukagata, "Convolutional neural networks for fluid flow analysis: toward effective metamodeling and low-dimensionalization," arXiv preprint, arXiv:2101.02535 [physics.flu-dyn].
2021-01-07Out now!。フニテスク。ヘテフワクヲオ in ヌッイ2020
ニヌネケセ ヘ、イ。、ソシウ ケッニ。、。ヨ・ヲ・ァ。シ・ヨ・゙・キ・セソハケヤヌネタゥク讀ヒ、隍ヘホョヒ狃、トケウト羣コクイフ、ホ・ム・鬣癸シ・ソーヘツクタュ。ラ。、、ハ、ャ、 39, 312-315 (2020).
テ貭シ ツター。、ソシクォ ウォ。、ソシウ ケッニ。、。ヨウャチリキソCNN・ェ。シ・ネ・ィ・・ウ。シ・タ、ヘム、、、ソホョ、セ、ホネタキチ・筍シ・ノ、ホテスミ。ラ。、、ハ、ャ、 39, 316-319 (2020).
ネホアエヨ ツ醋蝪、ツ鄲セ ホホ。、ソシウ ケッニ。、ケ筝カ キヒサメ。、。ヨソテヘエカナルシツクウ、ヒ、隍タセケ゚ソ蠶モ、ホイトタゥク貘ュイタマ。ラ。、、ハ、ャ、 39, 324-327 (2020).
2021-01-05PreprintK. Fukami, R. Maulik, N. Ramachandra, K. Fukagata, and K. Taira, "Global field reconstruction from sparse sensors with Voronoi tessellation-assisted deep learning," arXiv preprint, arXiv:2101.00554 [physics.flu-dyn].
2020-12-23Conferenceソキー(M1)。、テ貭シ(M1)。、ソケヒワ(M1)。、セセネ(B4)。、シ鯲(B4)、ャ ツ34イソテヘホョツホホマウリ・キ・・ン・ク・ヲ・(online)、ヒ、ニケヨア鬢ケヤ、、、゙、キ、ソ.
2020-12-21Out now!K. Fukami, K. Fukagata, and K. Taira, "Machine-learning-based spatio-temporal super resolution reconstruction of turbulent flows, J. Fluid Mech. 909, A9 (2021).
2020-12-11Conferenceソシクォ(クヲオ豌)。、テ貭シ(M1)、ャ NeurIPS 2020、ヒ、ニネッノス、ケヤ、、、゙、キ、ソ。・
2020-12-04Out now!K. Hasegawa, K. Fukami, T. Murata, and K. Fukagata, "CNN-LSTM based reduced order modeling of two-dimensional unsteady flows around a circular cylinder at different Reynolds numbers," Fluid Dyn. Res. 52, 065501 (2020).
2020-12-02キハソ(B4)、ャツ20イヘホョタゥク貂ヲオ豐、ヌコヌヘ・スィゼ(Best Presentation Award)、シゼ、キ、゙、キ、ソ。・
2020-11-25PreprintM. Morimoto, K. Fukami, K. Zhang, and K. Fukagata, "Generalization techniques of neural networks for fluid flow estimations," arXiv preprint, arXiv:2011.11911 [physics.flu-dyn].
2020-11-24Conferenceソシクォ(クヲオ豌)。、ソケヒワ(M1)。、シ鯲(B4)、ャ APS-DFD 2020 (online)、ヒ、ニケヨア鬢ケヤ、、、゙、キ、ソ.
2020-11-23PreprintK. Fukami, K. Hasegawa, T. Nakamura, M. Morimoto, and K. Fukagata, "Model order reduction with neural networks: Application to laminar and turbulent flows," arXiv preprint, arXiv:2011.10277 [physics.flu-dyn].
2020-10-31ConferenceAIハャフ、ホ・ネ・テ・ライオト NeurIPS 2020 、ヒス鯑ゥタ、キ、ニ、゚、ソ、ネ、ウ、。「イソ、ネ2キ (T. Nakamura et al. "CNN-AE/LSTM based turbulent flow forecast on low-dimensional latent space" / K. Fukami et al. "Probabilistic neural network-based reduced order surrogate for fluid flows") コホツ、オ、、゙、キ、ソ [smile]
2020-10-27PreprintT. Nakamura, K. Fukami, K. Hasegawa, Y. Nabae, and K. Fukagata, "Extension of CNN-LSTM based reduced order surrogate for minimal turbulent channel flow," arXiv preprint, arXiv:2010.13351 [physics.flu-dyn].
2020-10-26PreprintK. Fukami, T. Murata, and K. Fukagata, "Sparse identification of nonlinear dynamics with low-dimensionalized flow representations," arXiv preprint,arXiv:2010.12177 [physics.flu-dyn].
2020-10-10201010a.jpgソシクォ。ハクヲオ豌。ヒet al.、ャニヒワオ。ウ」ウリイヌョケゥウリノフ ケヨア鰕タハクノスセエ。ハPRTEC2019。ヒ、シゼ、キ、゙、キ、ソ。・
2020-10-10201010b.jpgソシウ、ャニヒワオ。ウ」ウリイヌョケゥウリノフ ケラク・ノスセエ、シゼ、キ、゙、キ、ソ。・
2020-10-08Out now!R. Maulik, K. Fukami, N. Ramachandra, K. Fukagata, and K. Taira, "Probabilistic neural networks for fluid flow surrogate modeling and data recovery,"Phys. Rev. Fluids 5, 104401 (2020).
2020-10-023ヌッタクク、ア2020ヌッナル ソシウ羣ヲオ貍シクォウリ。ハ・ェ・・鬣、・タ篶タ。ソチテフイ。ヒ、ホセハ、キヌコワ、キ、゙、キ、ソ。ェ

イ盞、ホNews

Visitors: 62 today, 139161 since 2009-03-31

Last-modified: 2021-01-12 (イミ) 15:26:51 (6d)
Copyright © 2007-2021 Fukagata Lab., Keio University, All rights reserved.