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
- Low Reynolds number kOmegaSST turbulence model for OpenFOAM☆13Jun 22, 2017Updated 9 years ago
- correlation-based turbulence model with transition for OpenFOAM☆12Feb 4, 2016Updated 10 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Additional turbulence models for OpenFOAM☆48Aug 13, 2026Updated 3 weeks ago
- Data-driven Reynolds stress modeling with physics-informed machine learning☆98Mar 21, 2019Updated 7 years ago
- 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆11Jan 7, 2025Updated last year
- ☆10Nov 18, 2021Updated 4 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
- A Python interface for working with CHEMKIN☆14May 24, 2015Updated 11 years ago
- A set of pre-processing codes, A deep convolutional neural net and post-processing codes for classifying turbulent climate patterns☆11Jul 19, 2018Updated 8 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Scaling RLLib for generic simulation environments on Theta☆20Feb 16, 2023Updated 3 years ago
- ☆12Dec 13, 2024Updated last year
- ☆13Dec 19, 2023Updated 2 years ago
- Tools for performing vibrational analysis on molecular systems.☆20Sep 15, 2023Updated 2 years ago
- MLP with Tensorflow and IRIS Dataset☆10Feb 15, 2024Updated 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
- 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
- An OpenFOAM reacting solver that takes the Lewis number of given species as user input.☆12Apr 22, 2021Updated 5 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.
- A hybrid Decoder-DeepONet operator regression framework for unaligned observation data☆10Jul 16, 2023Updated 3 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
- SANNet Neural Network Framework☆20Feb 19, 2024Updated 2 years ago
- Matlab version of all the code of Lorena A. Barba's 12 steps to Navier stokes☆13Jul 17, 2019Updated 7 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