simzero / openfoam-ml-romLinks
OpenFOAM examples for data-driven ML and ROM
☆17Updated 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.☆39Updated last year
- Using PyTorch within OpenFOAM☆12Updated last year
- A tiny project to use ax-platform for multi-objective Bayesian Optimization on OpenFOAM cases☆21Updated last year
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆28Updated 2 years ago
- Sub-module for OpenFOAM that provides a solver for embedding SmartSim and its external dependencies (i.e. SmartRedis) into OpenFOAM.☆37Updated last week
- 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
- The DNSLABIB code for Computational Fluid Dynamics, developed in the Energy Conversion Group at the Department of Mechanical Engineering,…☆21Updated 5 months ago
- python bindings for OpenFOAM☆16Updated this week
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Updated 8 months ago
- Reynolds stress turbulence closure models beyond the Boussinesq approximation☆12Updated 3 months ago
- Non-iterative transient flow solver to simulate incompressible flows in OpenFOAM.☆17Updated 6 months ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆34Updated 8 months ago
- OpenFOAM utilities and solvers related to my PhD☆35Updated 5 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆29Updated last year
- This handbook is intended to support a medium/advanced OpenFoam® user during the usage of the software. It provides commands, explanation…☆13Updated 4 months ago
- postProcessing tool for OpenFOAM, transform OpenFOAM fields to one single file by columns☆17Updated 4 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- A DNS and LES box code☆26Updated this week
- These are some of the tools I use almost every day for working with data and plotting.☆13Updated last month
- Thoughts about ML committee for OpenFOAM☆39Updated 3 years ago
- Transported JPDF Library and Solver for Reactive Flow Simulations with OpenFOAM☆43Updated 3 years ago
- CNN model to predict the lift-drag ratio of airfoil☆17Updated 4 years ago
- A set of codes developed for LES in OpenFOAM☆44Updated last year
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆46Updated 2 years ago
- CFD solver for turbulent non-premixed flames based on the steady laminar flamelet model☆28Updated 6 years ago
- Additional turbulence models for OpenFOAM☆48Updated 2 weeks ago
- Direct Numerical Simulation of an incompressible turbulent channel flow with two dimensional parallelization☆27Updated 2 weeks ago
- Automatic differentiation of OpenFOAM source code in forward and reverse modes☆14Updated 7 months ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago