Real-Time Fluid Dynamics Simplified with Python

This video covers the numerical methods and mathematical concepts required to develop a real-time computational fluid dynamics (CFD) simulation using Python.

Real-Time Fluid Dynamics Simplified with Python
Beniam Kumela
25.9K views • Jan 11, 2025
Real-Time Fluid Dynamics Simplified with Python

About this video

In this video, we review all numerical methods and mathematical results needed to build a real-time computational fluid dynamics (CFD) simulation in Python as highlighted in Jos Stam's seminal 2003 paper, Stable Fluids. We begin by exploring the fundamentals behind fluid flow, then delve into the necessary simplifications to create a functional simulation. Finally we analyze physically interpretable results from our model by testing how various objects interact with airflow.

Paper Download:
https://pages.cs.wisc.edu/~chaol/data/cs777/stam-stable_fluids.pdf

Source Code:
https://github.com/Beniam-Kumela/fluid-sim-py

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Video Information

Views

25.9K

Likes

1.3K

Duration

14:40

Published

Jan 11, 2025

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