AndreWeiner / ml-cfd-lectureLinks
Lecture material for machine learning applied to computational fluid mechanics
☆401Updated 6 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.☆253Updated 2 years ago
- Curated list for ML in FM☆207Updated last month
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆213Updated 2 years ago
- Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Functi…☆220Updated last year
- Reduced order modelling techniques for OpenFOAM☆197Updated this week
- This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advectio…☆135Updated 3 months ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆269Updated last year
- In-situ data analyses and machine learning with OpenFOAM and Python☆175Updated last year
- ☆339Updated last year
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆101Updated 2 years ago
- A curated list of repositories related to fluid dynamics.☆108Updated 2 years ago
- OpenFOAM and Machine Learning Hackathon☆75Updated last month
- DAFoam: Discrete Adjoint with OpenFOAM for High-fidelity Multidisciplinary Design Optimization☆269Updated last month
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆158Updated 4 months ago
- OpenFoam postprocessing python tool☆176Updated 3 months ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆154Updated 4 months ago
- A Computational Fluid Dynamics (CFD) course with Python☆85Updated last year
- This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.☆293Updated 5 years ago
- A simple full-python 2D lattice-boltzmann code☆186Updated 2 years ago
- Lecture notes on OpenFOAM by Dr. Xiaofeng Liu at Penn State University☆154Updated 4 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…☆188Updated 4 months ago
- Toolbox to simulate GNF and viscoelastic fluid flows in OpenFOAM®☆182Updated last year
- Immersed boundary method empowered by signed distance field, and OpenFOAM.☆175Updated 3 weeks ago
- Basic Computational Fluid Dynamics (CFD) schemes implemented in FORTRAN using Finite-Volume and Finite-Difference Methods. Sample simulat…☆179Updated 4 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆109Updated 7 months ago
- A CFD solver for multi-component compressible flow with application to high-explosive detonation, explosive safety and air blast☆259Updated last year
- Pythonic interface to Ansys Fluent☆327Updated this week
- Learning the Finite Volume Method in CFD with MATLAB Programming☆157Updated 2 years ago
- Hypersonic / Rarefied gas dynamics code developments (GPL-3.0)☆243Updated 2 years ago
- Unstructured Compressible Navier Stokes 3D code (UCNS3D)☆298Updated last week