Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.
☆21Mar 27, 2019Updated 7 years ago
Alternatives and similar repositories for Deep-Learning-Turbulence-model
Users that are interested in Deep-Learning-Turbulence-model are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆19Jan 27, 2018Updated 8 years ago
- This repository contains MATLAB implementations of the following wall models (WM) for incompressible LES solvers: 1) ODE equilibrium WM (…☆11Jun 7, 2023Updated 3 years ago
- ☆25May 10, 2019Updated 7 years ago
- correlation-based turbulence model with transition for OpenFOAM☆12Feb 4, 2016Updated 10 years ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆98Mar 21, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- This repository contains the files used in the paper " Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations"☆20Mar 23, 2023Updated 3 years ago
- A toolbox for the construction and assessment of subgrid-scale models for large-eddy simulations☆18Oct 29, 2019Updated 6 years ago
- OpenPIV Proper Orthogonal Decomposition (POD) Matlab Toolbox☆30Jan 20, 2021Updated 5 years ago
- The MegaFlow2D dataset package☆25Sep 21, 2023Updated 2 years ago
- Multi-fidelity reduced-order surrogate modeling☆35Jun 17, 2025Updated last year
- Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields☆70Jun 8, 2021Updated 5 years ago
- Rainfall Prediction or Rainfall Forecasting via machine learning, such as SVR, LSTM, MLP, Seq2Seq, GBRT and XGBoost☆14Jul 30, 2021Updated 5 years ago
- MULTIMODE FABRY-PEROT LASER DIODES: MODELING AND SIMULATION OF MODE PARTITIONING NOISE IN FIBRE-OPTIC COMMUNICATION LINKS☆11Aug 1, 2021Updated 5 years ago
- ☆11Jan 7, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Nov 18, 2021Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- Tensor Basis Neural Network for Scalar Mixing☆10Mar 24, 2023Updated 3 years ago
- Deep convolutional encoder-decoder networks for uncertainty quantification of dynamic multi-phase flow in heterogeneous random media☆16Apr 17, 2019Updated 7 years ago
- This repository contains code for data-driven LES of two-dimensional turbulence.☆13Dec 11, 2021Updated 4 years ago
- ☆10Aug 5, 2020Updated 6 years ago
- A Deep Learning based Approach to Reduced Order Modeling for Turbulent Flow Control using LSTM Neural Networks. arXiv:1804.09269☆46May 2, 2018Updated 8 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated 11 months ago
- Scaling RLLib for generic simulation environments on Theta☆20Feb 16, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆13Dec 19, 2023Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Mar 18, 2024Updated 2 years ago
- A hybrid parallel C++ code to compute structure function of different order☆10Jan 5, 2021Updated 5 years ago
- Multilayer Perceptron Implementation in Python☆14Jun 21, 2022Updated 4 years ago
- k-Epsilon Turbulence Model modified with injection of k and epsilon at actuator disk to match recovery of a real wind turbine☆12Apr 25, 2015Updated 11 years ago
- CNN for airfoil lift-to-drag-ratio prediction☆46Mar 3, 2019Updated 7 years ago
- An OpenFOAM reacting solver that takes the Lewis number of given species as user input.☆12Apr 22, 2021Updated 5 years ago
- rotation/curvature correction for the komegaSST turbulence model☆14Jan 29, 2024Updated 2 years ago
- Tabulated fluid properties for OpenFOAM☆10Jan 11, 2016Updated 10 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Matlab version of all the code of Lorena A. Barba's 12 steps to Navier stokes☆13Jul 17, 2019Updated 7 years ago
- SANNet Neural Network Framework☆20Feb 19, 2024Updated 2 years ago
- A bubble column study in OpenFOAM. Final project for the TUM course "Simulation of Thermo-fluid dynamics with open source means", SS2016.☆10Oct 19, 2016Updated 9 years ago
- ☆49Apr 21, 2025Updated last year
- 2D Navier-Stokes solver for the square cavity flow using a spectral collocation method☆11May 5, 2019Updated 7 years ago
- A User Defined Function for Real-Gas Thermodynamics for FLUENT CFD simulations for JL-R Revised Mechanism.☆11Nov 4, 2018Updated 7 years ago
- 研究组的材料分享,例如:发明专利撰写方法,发表的论文,爬虫方法等☆12May 3, 2017Updated 9 years ago