elvis-sik / dl-fluids

Low-Reynolds flow simulation with deep neural networks

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

This is the code for my (in the works) bachelor thesis.

$ python solve_cases.py

Will solve a series of low-Reynolds flow around polygon cases using OpenFOAM.

The code in train.py is then used in Analysis.ipynb to train a neural network to predict the velocity and pressure fields as well as the drag coefficient.

About

Low-Reynolds flow simulation with deep neural networks


Languages

Language:Jupyter Notebook 66.7%Language:C++ 19.3%Language:Python 13.9%Language:Shell 0.0%