DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling
☆50May 18, 2023Updated 2 years ago
Alternatives and similar repositories for para-database-for-PIML
Users that are interested in para-database-for-PIML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆31May 30, 2023Updated 2 years ago
- Hybrid LES/RANS Solver for a consistent dual-mesh framework☆12Nov 26, 2020Updated 5 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆97Mar 21, 2019Updated 7 years ago
- ☆10Oct 31, 2021Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- ☆11Apr 28, 2021Updated 4 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆48Jun 11, 2024Updated last year
- Additional turbulence models for OpenFOAM☆48Jan 15, 2026Updated 2 months ago
- An interfacing library to deploy machine-learning models in CFD codes easily☆34Jan 15, 2025Updated last year
- flowTorch - a Python library for analysis and reduced-order modeling of fluid flows☆168Mar 12, 2026Updated last week
- ☆19Oct 23, 2020Updated 5 years ago
- OpenFOAM functionObject for postProcessing, getting the conditional averaged fields with a given scalarField☆12May 27, 2021Updated 4 years ago
- postProcessing tool for OpenFOAM, transform OpenFOAM fields to one single file by columns☆17May 11, 2021Updated 4 years ago
- python bindings for OpenFOAM☆19Mar 6, 2026Updated 2 weeks ago
- Easily convert OpenFOAM cases into dataframes for machine learning☆12Jan 12, 2025Updated last year
- Integrating the TensorFlow 1.15 C-API into OpenFOAM 5.0 for data-driven CFD algorithm development☆218Feb 16, 2023Updated 3 years ago
- ☆10May 28, 2020Updated 5 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆53Mar 10, 2022Updated 4 years ago
- A set of codes developed for LES in OpenFOAM☆44Jan 7, 2024Updated 2 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆34Apr 7, 2024Updated last year
- The implementation of the HRM flash boiling model in the ESI branch of OpenFOAM☆10Oct 25, 2023Updated 2 years ago
- Weighted essentially non-oscillatory library for the framework of OpenFOAM☆142Oct 16, 2024Updated last year
- OpenFOAM + Cantera☆20Jun 24, 2021Updated 4 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆64Jul 5, 2025Updated 8 months ago
- A hands-on tutorial on supervised learning with Gaussian processes☆37Nov 22, 2019Updated 6 years ago
- Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.☆11Oct 31, 2021Updated 4 years ago
- Chair of Building Physics (ETH Zurich) addons for OpenFOAM-2.3.x☆27Sep 4, 2017Updated 8 years ago
- Premixed turbulent combustion solver☆30Nov 19, 2025Updated 4 months ago
- OpenFoam postprocessing python tool☆194Mar 29, 2025Updated 11 months ago
- Simple explicit compressible Euler solver for 3D unstructured polyhedral meshes written in Julia☆52Jun 13, 2021Updated 4 years ago
- S.B. Pope et al.'s ISAT-CK7 code, but based on Cantera☆11Mar 30, 2016Updated 9 years ago
- CONES: This git repository aims to couple the CFD software OpenFOAM with any other kind of open-source codes. It is currently employed to…☆16Oct 30, 2024Updated last year
- OpenFOAM examples for data-driven ML and ROM☆19Jul 25, 2023Updated 2 years ago
- sync code from OpenFOAM-ESI to GitHub☆10Nov 2, 2025Updated 4 months ago
- A Python toolkit to calculate and visualize turbulence anisotropy and turbulent viscosity from Reynolds stress tensor data.☆21Dec 22, 2023Updated 2 years ago
- ☆11May 15, 2020Updated 5 years ago
- A library for wall-modelled Large-Eddy Simulation in OpenFOAM.☆65Jan 8, 2025Updated last year
- Randomized singular value decomposition with time stepping for large-scale resolvent and harmonic resolvent analyses☆13Jul 6, 2025Updated 8 months ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago