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Neural Networks in CFD???

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Old   October 19, 2002, 13:53
Default Neural Networks in CFD???
  #1
mayank
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Has anyone worked on the "practical" applications of Neural Networks in CFD?

i would like to start a discussion thread on this topic and would like if u all contibute to this discussion...

-mayank
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Old   October 21, 2002, 15:13
Default Re: Neural Networks in CFD???
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Kalyan
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What exactly did you have in mind. The only instance of Neural Networks in CFD I know of is in the construction of lower order manifolds (in-situ) for kinetics while modeling combustion.
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Old   October 23, 2002, 11:51
Default Re: Neural Networks in CFD???
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Jeff Moder
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The following paper may be of some interest. It is not using Neural Networks, but i assume such an approach could have been done to optimize under-relaxation factors.

International J. Heat and Mass Transfer Vol. 44, pp.3811--3822, 2001 "Tuning of a fuzzy rule set for controlling convergence of a CFD solver in turbulent flow", Z. Dragojlovic, D. A. Kaminski, J. Ryoo

- looks at using fuzzy logic to adjust under-relaxation factors for SIMPLER based CFD code

- considers 2 flows: backward facing step, buoyancy driven flow in rectangular cavity
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