AndreWeiner / ml-cfd-lectureLinks
Lecture material for machine learning applied to computational fluid mechanics
☆427Updated 10 months ago
Alternatives and similar repositories for ml-cfd-lecture
Users that are interested in ml-cfd-lecture are comparing it to the libraries listed below
Sorting:
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆263Updated 3 years ago
- Curated list for ML in FM☆225Updated 3 months ago
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆216Updated 2 years ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆233Updated last year
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆297Updated last year
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆106Updated 3 years ago
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆300Updated 6 years ago
- In-situ data analyses and machine learning with OpenFOAM and Python☆180Updated 2 years ago
- Reduced order modelling techniques for OpenFOAM☆205Updated this week
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆170Updated 9 months ago
- A curated list of repositories related to fluid dynamics.☆151Updated 2 years ago
- ☆349Updated last year
- A Computational Fluid Dynamics (CFD) course with Python☆108Updated last year
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆298Updated last week
- A simple full-python 2D lattice-boltzmann code☆206Updated 2 years ago
- This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advectio…☆147Updated 8 months ago
- Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University☆160Updated 4 years ago
- OpenFoam postprocessing python tool☆190Updated 8 months ago
- Pythonic interface to Ansys Fluent☆378Updated this week
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆161Updated 3 weeks ago
- Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulat…☆191Updated 5 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆198Updated 2 years ago
- Immersed boundary method empowered by signed distance field, and OpenFOAM.☆190Updated 5 months ago
- Lattice Boltzmann fluid simulation☆218Updated 7 months ago
- Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®☆191Updated last year
- OpenFOAM and Machine Learning Hackathon☆80Updated 6 months ago
- Curated list of some open source codes employing lattice Boltzmann methods☆238Updated last year
- ☆197Updated 2 years ago
- An easy to use immersed boundary method in 2D, with full implementations in MATLAB and Python that contains over 75 built-in examples, in…☆194Updated 3 months ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆63Updated last year