simzero / openfoam-ml-romLinks
OpenFOAM examples for data-driven ML and ROM
☆18Updated 2 years ago
Alternatives and similar repositories for openfoam-ml-rom
Users that are interested in openfoam-ml-rom are comparing it to the libraries listed below
Sorting:
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆42Updated last year
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆22Updated last week
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆28Updated 2 years ago
- OpenFOAM utilities and solvers related to my PhD☆35Updated 5 years ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆34Updated 8 months ago
- This project shows how to use the gradient of flow variables as a criteria to control Adaptive Mesh Refinement (AMR) for OpenFOAM simulat…☆35Updated 3 years ago
- Using PyTorch within OpenFOAM☆12Updated last year
- Additional turbulence models for OpenFOAM☆48Updated last month
- python bindings for OpenFOAM☆16Updated 3 weeks ago
- This handbook is intended to support a medium/advanced OpenFoam® user during the usage of the software. It provides commands, explanation…☆14Updated 5 months ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆32Updated last year
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Updated last year
- Thoughts about ML committee for OpenFOAM☆39Updated 3 years ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Updated 8 months ago
- CFD solver for turbulent non-premixed flames based on the steady laminar flamelet model☆28Updated 6 years ago
- Reproduce the Nonreflecting boundary condition in paper “Partially reflecting and non-reflecting boundary conditions for simulation of co…☆25Updated 3 years ago
- Transported JPDF Library and Solver for Reactive Flow Simulations with OpenFOAM☆43Updated 3 years ago
- Sub-module for OpenFOAM that provides a solver for embedding SmartSim and its external dependencies (i.e. SmartRedis) into OpenFOAM.☆37Updated 3 weeks ago
- OpenFOAM library for compressible flow calculations - boundary conditions, linear solvers (BiCGStab from extend-project), function object…☆16Updated 9 months ago
- Non-iterative transient flow solver to simulate incompressible flows in OpenFOAM.☆19Updated 6 months ago
- The DNSLABIB code for Computational Fluid Dynamics, developed in the Energy Conversion Group at the Department of Mechanical Engineering,…☆21Updated 6 months ago
- EDC (Eddy Dissipation Concept) for OpenFOAM based on the OpenSMOKE++ Library☆30Updated 4 months ago
- Adds input definition for turbulent inflow model to OpenFOAM files☆47Updated 8 months ago
- An open-source library for the computational modeling of mass-transport phenomena for OpenFOAM-2.3.X☆19Updated 6 years ago
- A set of codes developed for LES in OpenFOAM☆44Updated last year
- Automatic differentiation of OpenFOAM source code in forward and reverse modes☆14Updated 8 months ago
- Wray-Agarwal Models developed by the CFD group at Washington University in St. Louis☆12Updated 7 years ago
- Automated setup and analysis of OpenFOAM Cases☆50Updated 5 months ago
- postProcessing tool for OpenFOAM, transform OpenFOAM fields to one single file by columns☆17Updated 4 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆60Updated 9 months ago