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Old   August 20, 2018, 07:35
Question Data science in CFD
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Philipp Wiedemer
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Hello,

recently read some papers about data science in CFD.
Mainly extracting flow features of complex simulations like DNS and LES in a reduced order model (ROM) using deep learning. But it seems to be only scratching on the surface with simple test cases.

Do you think this will be a thing in the future, or just some playing around?
Anyone already applying data science methods for CFD?
I would be interested in what's your take on the subject.
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Old   August 29, 2018, 16:27
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Dear Mango,
here is a pretty heated discussion going on about machine learning methods in CFD: Artificial Intelligence in CFD


Maybe this is of interest to you!
Best
Vesparian
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Old   October 6, 2021, 09:17
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Karthick
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Quote:
Originally Posted by MangoNrFive View Post
Hello,

recently read some papers about data science in CFD.
Mainly extracting flow features of complex simulations like DNS and LES in a reduced order model (ROM) using deep learning. But it seems to be only scratching on the surface with simple test cases.

Do you think this will be a thing in the future, or just some playing around?
Anyone already applying data science methods for CFD?
I would be interested in what's your take on the subject.
Hi Philipp Wiedemer,

I know the thread is 2 years old. I am starting to work on analysis of flow features from large LES data. If possible, could you share the literature on extracting/analysis flow features from DNS/LES data?
Thanks,
Karthick
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