ben-herrmann / Data-driven-resolventLinks
Companion code for Data-Driven Resolvent Analysis
☆19Updated 4 years ago
Alternatives and similar repositories for Data-driven-resolvent
Users that are interested in Data-driven-resolvent are comparing it to the libraries listed below
Sorting:
- This repository contains code for data-driven LES of two-dimensional turbulence.☆11Updated 3 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆14Updated 2 months ago
- Repository for all Matlab/Python code for the Navier-Stokes Resolvent analysis☆41Updated 11 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆39Updated last year
- 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
- ☆19Updated 7 years ago
- Additional turbulence models for OpenFOAM☆48Updated 2 months ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆32Updated 2 years ago
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated 10 months ago
- Solves RANS-equations for fully developed turbulent channel flow with variable properties☆45Updated last year
- ☆22Updated 4 years ago
- CFD codes written based on examples in various books like Patnakar, Versteeg etc☆51Updated 5 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆27Updated last year
- We present a user-friendly open-source Matlab package for stochastic data analysis that enables to perform a standard analysis of given t…☆33Updated 2 years ago
- 2D incompressible Navier Stokes solver written in Python for a lid-driven cavity☆33Updated 3 years ago
- A highly efficient and portable fluid-structure simulation package based on immersed-boundary method☆34Updated 5 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆48Updated 3 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
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- Course materials from Large-Eddy Simulation of Turbulent Flows☆54Updated 5 years ago
- ML-based Surrogate Models to enhance CFD solvers by solving the Pressure Poisson Equation☆8Updated 5 months ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆32Updated 3 years ago
- Stability and resolvent analysis of compressible viscous flows in MATLAB☆22Updated 3 months ago
- Thoughts about ML committee for OpenFOAM☆38Updated 3 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Pythonic spectral proper orthogonal decomposition☆41Updated 3 years ago
- Matlab code for the spectral analysis of homogenous isotropic turbulence☆53Updated 13 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆61Updated 4 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆44Updated 2 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆32Updated last year