arezayan / cavity

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Physics-informed neural network (PINN)

This repository consists of several files related to a Physics-informed neural network project. this cod solves laminar flow in 2d channel. This is a basic code hence the sophisticated version of this code which will focus on 3d turbulent flow.

Built With

CFD solver Openfoam v2012

PINN code python + pytorch version 12

For running this code you needt o install yjese libraries

pip install torch pandas numpy sklearn

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