cics-nd / rans-uncertainty
Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
☆55Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for rans-uncertainty
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆31Updated last year
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆31Updated 9 years ago
- This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).☆38Updated 6 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆49Updated last year
- Repository for all Matlab/Python code for the Navier-Stokes Resolvent analysis☆37Updated 10 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…☆26Updated 4 years ago
- Companion code for Data-Driven Resolvent Analysis☆17Updated 3 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆90Updated 5 years ago
- Pythonic spectral proper orthogonal decomposition☆33Updated 2 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 3 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆26Updated 11 months 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
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆31Updated 2 years ago
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆83Updated last month
- Repository containing the simulation setups and libraries from the thesis 'CFD Simulation of a Floating Wind Turbine with OpenFOAM'.☆46Updated 7 months ago
- Thoughts about ML committee for OpenFOAM☆35Updated 2 years ago
- Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.☆17Updated 5 years ago
- Solves RANS-equations for fully developed turbulent channel flow with variable properties☆41Updated last year
- Flow Physics and Aeroacoustics Toolbox with Python☆28Updated 4 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆45Updated 2 years ago
- Stability and resolvent analysis of compressible viscous flows in MATLAB☆10Updated 2 months ago
- Matlab code for the spectral analysis of homogenous isotropic turbulence☆51Updated 12 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆101Updated last week
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆15Updated 3 years ago
- This is a repository of MATLAB codes that contains some elementary CFD problems one usually encounters when learning CFD for the first ti…☆27Updated 3 years ago
- Deep Learning for Reduced Order Modelling☆86Updated 3 years ago
- Collection of codes in Matlab(R) and C++ for solving basic problems presented and discussed in the "Computational Fluid Dynamics of React…☆73Updated 2 years ago
- Solve the 1D forced Burgers equation with high order finite elements and finite difference schemes.☆26Updated last year
- Deep Learning of Vortex Induced Vibrations☆87Updated 4 years ago