xiaoh / turbulence-modeling-PIMLLinks
Data-driven Reynolds stress modeling with physics-informed machine learning
☆94Updated 6 years ago
Alternatives and similar repositories for turbulence-modeling-PIML
Users that are interested in turbulence-modeling-PIML are comparing it to the libraries listed below
Sorting:
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 4 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆45Updated 2 years ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆37Updated 10 years ago
- A Python package for spectral proper orthogonal decomposition (SPOD).☆109Updated this week
- This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).☆41Updated 7 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆103Updated 3 years ago
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆157Updated 6 months ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆60Updated 2 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…☆32Updated 4 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆50Updated 3 years ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆29Updated last year
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆51Updated 5 years ago
- Pythonic spectral proper orthogonal decomposition☆43Updated 3 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆30Updated 4 years ago
- Reduced order modelling techniques for OpenFOAM☆199Updated 2 weeks ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Collection of codes in Matlab(R) and C++ for solving basic problems presented and discussed in the "Computational Fluid Dynamics of React…☆82Updated 3 years ago
- OpenFOAM and Machine Learning Hackathon☆77Updated 3 months ago
- Curated list of some open-source codes for turbulent flow simulations, including turbulent multiphase, turbulent reacting flows, turbulen…☆121Updated 5 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆69Updated 2 years ago
- Immersed Boundary Projection Method☆116Updated 5 years ago
- Easy Reduced Basis method☆87Updated 2 weeks ago
- MODULO (MODal mULtiscale pOd) is a software developed at the von Karman Institute to perform Multiscale Modal Analysis of numerical and e…☆93Updated last month
- Deep Learning for Reduced Order Modelling☆100Updated 3 years ago
- ☆75Updated 9 months ago
- A Computational Fluid Dynamics (CFD) course with Python☆95Updated last year
- Spectral proper orthogonal decomposition in Matlab☆143Updated 3 weeks ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated 11 months ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆39Updated last year
- Thoughts about ML committee for OpenFOAM☆39Updated 3 years ago