simsisim / CFD-DeepLearning-UNETLinks
CFD-DeepLearning-UNET
☆19Updated 4 years ago
Alternatives and similar repositories for CFD-DeepLearning-UNET
Users that are interested in CFD-DeepLearning-UNET are comparing it to the libraries listed below
Sorting:
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Updated 5 years ago
- Using PyTorch within OpenFOAM☆14Updated last year
- Multi-head attention network for airfoil flow field prediction☆17Updated 3 years ago
- ☆45Updated 3 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆50Updated 2 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆33Updated last year
- Accelerated vortex-induced vibration (VIV) simulation using immersed boundary lattice Boltzmann method (IB-LBM) powered by JAX.☆31Updated last week
- 计算流体力学笔记及资料☆33Updated last year
- Reynolds stress turbulence closure models beyond the Boussinesq approximation☆14Updated 7 months ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 5 years ago
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆29Updated 2 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆39Updated 10 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆48Updated last year
- ☆35Updated 4 years ago
- CNN model to predict the lift-drag ratio of airfoil☆18Updated 4 years ago
- Matlab version of all the code of Lorena A. Barba's 12 steps to Navier stokes☆12Updated 6 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆40Updated 3 years ago
- Deep Learning based method to try and learn the problem of inverse Navier Stokes and model the flow for an oscillating airfoil.☆24Updated 5 years ago
- Pythonic spectral proper orthogonal decomposition☆46Updated 3 years ago
- Fluid-Structure Interaction Analysis Using FEM and UVLM☆26Updated 5 months ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Updated 2 years ago
- lattice boltzmann in python for multiphase flow☆19Updated 7 years ago
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆17Updated 4 years ago
- This repository is a beginner-friendly introduction to Computational Fluid Dynamics (CFD) for those interested in developing their own CF…☆18Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆23Updated 3 years ago
- ☆93Updated last year
- Convolution Neural Network based solution for 2D steady state Navier Stokes equation for submerged badies☆12Updated 4 years ago
- Physics-informed neural networks for two-phase flow problems☆74Updated 4 months ago
- OpenFOAM examples for data-driven ML and ROM☆19Updated 2 years ago
- Deep reinforcement learning with OpenFOAM☆49Updated 8 months ago