rjwalia / Navier-Stokes-Numerical-Solution-Using-FDM-FVM-LBM-Solver-Python-Scripting
Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume…
☆206Updated last year
Alternatives and similar repositories for Navier-Stokes-Numerical-Solution-Using-FDM-FVM-LBM-Solver-Python-Scripting:
Users that are interested in Navier-Stokes-Numerical-Solution-Using-FDM-FVM-LBM-Solver-Python-Scripting are comparing it to the libraries listed below
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆248Updated 2 years ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆207Updated 2 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆108Updated 4 months ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆89Updated 2 years ago
- OpenFoam postprocessing python tool☆169Updated this week
- Curated list for ML in FM☆199Updated 2 weeks ago
- Learning the Finite Volume Method in CFD with MATLAB Programming☆149Updated 2 years ago
- Lecture material for machine learning applied to computational fluid mechanics☆365Updated 2 months ago
- Reduced order modelling techniques for OpenFOAM☆187Updated this week
- Data-driven Reynolds stress modeling with physics-informed machine learning☆92Updated 6 years ago
- PINN in solving Navier–Stokes equation☆95Updated 4 years ago
- Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulen…☆106Updated 4 years ago
- A porous multiphase toolbox for OpenFOAM☆135Updated 3 weeks ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆171Updated last year
- An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, in…☆178Updated last month
- Spectral Navier Stokes (and similar) solvers in Python☆317Updated last year
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆146Updated 3 weeks ago
- Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University☆149Updated 3 years ago
- Current CPU version of our solver for the Navier-Stokes equations☆175Updated 2 weeks ago
- ☆37Updated 2 years ago
- Hidden Fluid Mechanics☆321Updated 2 years ago
- Deep Learning of Vortex Induced Vibrations☆93Updated 5 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆171Updated 2 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆149Updated 3 weeks ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆135Updated 11 months ago
- A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows☆222Updated this week
- CFD-DEM Solver with emphasis on sediment transport☆112Updated 3 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆177Updated 3 months ago
- PINN program for computational mechanics☆106Updated last year
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆64Updated 3 years ago