tum-pbs / coord-trans-encoding
This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"
☆27Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for coord-trans-encoding
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 3 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆23Updated last year
- Deep reinforcement learning with OpenFOAM☆32Updated 9 months ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆45Updated 2 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆43Updated 4 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆31Updated 5 months ago
- Adds input definition for turbulent inflow model to OpenFOAM files☆45Updated 8 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆31Updated 9 years ago
- ☆31Updated 3 years ago
- SIMPLE Algorithm for Driven Cavity problem on collocated grid using Python.☆20Updated 4 years ago
- DFSR is a synthetic inflow turbulence generation method tailored to computational wind engineering applications.☆17Updated last year
- CFD_Julia - Python and C++ Implementation☆31Updated 2 years ago
- Thoughts about ML committee for OpenFOAM☆35Updated 2 years ago
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆44Updated 7 months ago
- Python script to run CFD analysis on airfoil using **OpenFOAM** to simulate and **gmsh** to generate mesh.☆20Updated 5 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆48Updated 3 months ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F …☆26Updated 4 years ago
- OpenFOAM utilities and solvers related to my PhD☆34Updated 4 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆31Updated last year
- OpenFOAM examples for data-driven ML and ROM☆15Updated last year
- An all in one airfoil modelling, meshing, analysis, and optimization tool with built in support for gmsh, SU2, and xfoil☆19Updated 11 months ago
- ☆11Updated last year
- Community Edition of AccelerateCFD platform for creating reduced order models from high fidelity CFD☆49Updated 2 years ago
- Coding practice of Anderson's CFD book.☆21Updated 5 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆14Updated last year
- Additional turbulence models for OpenFOAM☆40Updated this week
- CNN model to predict the lift-drag ratio of airfoil☆13Updated 3 years ago
- This repository contains the codes for DNS of channel flow.☆9Updated 2 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆55Updated 3 years ago
- Companion code for Data-Driven Resolvent Analysis☆17Updated 3 years ago