Differentiable Fluid Dynamics Package
-
Updated
Jul 11, 2024 - Python
Differentiable Fluid Dynamics Package
Ptera Software is a fast, easy-to-use, and open-source software package for analyzing flapping-wing flight.
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
Python model solving the shallow water equations (linear momentum, nonlinear continuity)
A simple full-python 2D lattice-boltzmann code
Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems
A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures.
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
Computational fluid dynamics with tensorflow
CFD codes written based on examples in various books like Patnakar, Versteeg etc
Fluid based shape optimization with Blender and OpenFOAM
A Python framework for developing parallelized Computational Fluid Dynamics software to solve the hyperbolic 2D Euler equations on distributed, multi-block structured grids.
Create Your Own Navier-Stokes Spectral Method Simulation (With Python)
Repository of Baler, a machine learning based data compression tool
Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning
A scalable reinforcement learning framework for CFD on HPC systems
CFD Python, a.k.a. the 12 steps to Navier-Stokes taught by Prof. Lorena Barba
OpenCMP is a computational multiphysics software package based on the finite element method. It is primarily intended for physicochemical processes involving significant convective flow.
Riemann solver for the Euler equations
Using NVIDIA modulus for airfoil optimizations at different angles.
Add a description, image, and links to the computational-fluid-dynamics topic page so that developers can more easily learn about it.
To associate your repository with the computational-fluid-dynamics topic, visit your repo's landing page and select "manage topics."