ritvik03 / DeepFoilLinks
Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.
☆20Updated 4 years ago
Alternatives and similar repositories for DeepFoil
Users that are interested in DeepFoil are comparing it to the libraries listed below
Sorting:
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- CNN model to predict the lift-drag ratio of airfoil☆15Updated 4 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆14Updated last week
- Multi-head attention network for airfoil flow field prediction☆13Updated 2 years 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…☆31Updated 4 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆15Updated 4 years ago
- This repository contains code for data-driven LES of two-dimensional turbulence.☆11Updated 3 years ago
- Using PyTorch within OpenFOAM☆12Updated last year
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆26Updated 2 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆8Updated 3 months ago
- OpenFOAM examples for data-driven ML and ROM☆16Updated last year
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆29Updated last year
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆20Updated 3 years ago
- Python scripts to run resolution of the Reynolds-Averaged-Navier-Stokes equations over NACA 4 and 5 digits airfoils.☆22Updated 4 months ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆18Updated 2 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆35Updated 9 years ago
- Companion code for Data-Driven Resolvent Analysis☆19Updated 3 years ago
- In computational fluid dynamics (CFD), the SIMPLE algorithm is a widely used numerical procedure to solve the Navier–Stokes equations. SI…☆16Updated 4 years ago
- The lid-driven cavity is a popular problem within the field of computational fluid dynamics (CFD) for validating computational methods. I…☆15Updated 3 years ago
- Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms☆11Updated 7 months ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Sample codes of CNN-SINDy based reduced-order modeling for fluid flows by Fukami et al., JFM 2021.☆24Updated 3 years ago
- ☆21Updated 3 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆13Updated 3 years ago
- Example case for OpenFOAM overset meshing with dynamic meshes. This case has two contra rotating 60mm propellers that are inline with one…☆10Updated 4 years ago
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆10Updated 4 years ago
- LES-ML closures for Kraichnan turbulence☆18Updated 5 years ago