Uncertainty Quantification of RANS Data-Driven Turbulence Modeling
☆62Jan 11, 2021Updated 5 years ago
Alternatives and similar repositories for rans-uncertainty
Users that are interested in rans-uncertainty are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Data-driven Reynolds stress modeling with physics-informed machine learning☆97Mar 21, 2019Updated 7 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆48Jun 11, 2024Updated 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
- This code implements the Tensor Basis Neural Network (TBNN) as described in Ling et al. (Journal of Fluid Mechanics, 2016).☆45Feb 10, 2018Updated 8 years ago
- Examples of how to use machine learning algorithms in computational fluid dynamics.☆269Aug 26, 2022Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆110Aug 4, 2022Updated 3 years ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆50May 18, 2023Updated 2 years ago
- Multi-fidelity Generative Deep Learning Turbulent Flows☆37Jan 13, 2021Updated 5 years ago
- Predicting 2D Steady State Fluid Flow Fields using Convolutional Neural Networks☆11Oct 3, 2020Updated 5 years ago
- ☆19Jan 27, 2018Updated 8 years ago
- Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids.☆11Oct 31, 2021Updated 4 years ago
- ☆19Oct 23, 2020Updated 5 years ago
- This folder contains a sample code for the use of convolutional neural network for fluid force prediction of bluff body flows.☆37Mar 20, 2019Updated 7 years ago
- Chair of Building Physics (ETH Zurich) addons for OpenFOAM-2.3.x☆27Sep 4, 2017Updated 8 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- OpenFOAM simulations of transonic shock buffets at a NACA-0012 airfoil☆31May 30, 2023Updated 2 years ago
- This is a beta version of the stabilized turbulence models for OpenFOAM-5.0. For the released version go to https://github.com/BjarkeElta…☆18Aug 31, 2018Updated 7 years ago
- Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields☆70Jun 8, 2021Updated 4 years ago
- Parallel (C++/MPI/OpenMP/CUDA) research-educational CFD code for simulation 2D (flat/axisymmetrical) transient viscous compressible multi…☆91Jul 27, 2018Updated 7 years ago
- Additional turbulence models for OpenFOAM☆48Jan 15, 2026Updated 2 months ago
- RANS simulation of a turbulent channel flow☆11Aug 3, 2022Updated 3 years ago
- Nalu: a generalized unstructured massively parallel low Mach flow code designed to support a variety of open applications of interest bui…☆159Sep 17, 2025Updated 6 months ago
- CFD solver for turbulent non-premixed flames based on the steady laminar flamelet model☆29May 7, 2019Updated 6 years ago
- This repository contains code for data-driven LES of two-dimensional turbulence.☆11Dec 11, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- All the code available to reproduce the paper "Deep Learning Surrogate of Computational Fluid Dynamics for Thrombus Formation Risk in the…☆13Nov 7, 2019Updated 6 years ago
- Codes for solving flow problems based on Kinetic Flux Vector Splitting (KFVS) Scheme☆10Jun 1, 2015Updated 10 years ago
- Application of Deep Learning to Computational Fluid Dynamics☆21Apr 26, 2019Updated 6 years ago
- A high-order accurate piecewise polynomial reconstruction library.☆12May 3, 2022Updated 3 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆64Jul 5, 2025Updated 8 months ago
- Scaling RLLib for generic simulation environments on Theta☆20Feb 16, 2023Updated 3 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆17Jun 1, 2023Updated 2 years ago
- POD-PINN code and manuscript☆58Nov 10, 2024Updated last year
- Numerical tool for Construction of Reduced-order models for fluid flows.☆31Jan 21, 2021Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Hybrid LES/RANS Solver for a consistent dual-mesh framework☆12Nov 26, 2020Updated 5 years ago
- An overview of articles related to deep reinforcement learning in fluid mechanics☆11Nov 21, 2023Updated 2 years ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 years ago
- Materials for the 2019 National Combustion Meeting Cantera Workshop☆12Mar 27, 2019Updated 6 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 7 years ago
- CFD Solver for 2D Incompressible using .msh(Fluent) format as Input☆10Jan 15, 2021Updated 5 years ago
- A list of papers relating Computational Physics and Machine Learning☆143Nov 28, 2018Updated 7 years ago