tianhanz / DNN-Models-for-Chemical-KineticsLinks
☆33Updated 5 months ago
Alternatives and similar repositories for DNN-Models-for-Chemical-Kinetics
Users that are interested in DNN-Models-for-Chemical-Kinetics are comparing it to the libraries listed below
Sorting:
- Interface to couple OpenFOAM and Cantera☆45Updated 3 years ago
- OpenFOAM + Cantera☆45Updated 4 years ago
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆18Updated 7 months ago
- To simplify the Flamelet-Generated Manifold (FGM) combustion model tables using an artificial neural network (ANN).☆32Updated 5 years ago
- ☆23Updated 10 years ago
- ☆24Updated last year
- ☆43Updated 11 months ago
- ☆48Updated 2 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆42Updated last year
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆47Updated 2 years ago
- Incorporating detailed transport properties with OpenFOAM reactingFoam solver for direct numerical simulation of multi-component reacting…☆66Updated 2 months ago
- use AmgX in OpenFoam☆23Updated 2 years ago
- Thoughts about ML committee for OpenFOAM☆40Updated 3 years ago
- Spitfire is a Python/C++ library for constructing tabulated chemistry models and solving differential equations.☆42Updated 4 months ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Updated 9 months ago
- python scripts to generate table from flamelet solutions☆15Updated 4 years ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆34Updated 9 months ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago
- Adds input definition for turbulent inflow model to OpenFOAM files☆47Updated 9 months ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago
- Additional turbulence models for OpenFOAM☆48Updated last month
- Physics-informed neural networks for two-phase flow problems☆69Updated 3 weeks ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆52Updated 5 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆44Updated last year
- CFD solver (based on OpenFOAM) for laminar reacting flow with detailed kinetic mechanisms based on OpenSMOKE++☆48Updated 3 years ago
- detonationFoam: An open-source solver for simulation of gaseous detonation based on OpenFOAM.☆73Updated 3 weeks ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated 2 months ago
- Implementation of the dynamic Smagorinsky model as proposed by Lilly (1992) for OpenFOAM☆51Updated last year
- Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.☆22Updated 6 years ago
- OpenFOAM library with conventional and machine-learning models for volume of fluid method☆22Updated this week