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
- Train Your Data Processor: Distribution-Aware and Error-Compensation Coordinate Decoding for Human Pose Estimation.☆15Oct 12, 2021Updated 4 years ago
- ☆23May 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
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Additional turbulence models for OpenFOAM☆48Updated this week
- Data-driven Reynolds stress modeling with physics-informed machine learning☆98Mar 21, 2019Updated 7 years ago
- Software in MATLAB that show the link budget for free space optics communications between OGS (optical ground station) and satellite (Upl…☆11Jun 7, 2022Updated 4 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
- MATLAB/Octave Implementation of Recommendation ITU-R P.452☆11Mar 28, 2025Updated last year
- This a Python GUI program to compute the basic transmission loss according to ITU-R P.452-16 recommendation, compatible with NASA's SRTM …☆14Jun 21, 2021Updated 5 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.
- 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 4 years ago
- MULTIMODE FABRY-PEROT LASER DIODES: MODELING AND SIMULATION OF MODE PARTITIONING NOISE IN FIBRE-OPTIC COMMUNICATION LINKS☆11Aug 1, 2021Updated 4 years ago
- ☆11Jan 7, 2025Updated last year
- Using CNN for reconstruction of images aberrated by atmospheric turbulence☆13Mar 15, 2019Updated 7 years ago
- ☆10Nov 18, 2021Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Jan 11, 2021Updated 5 years ago
- The software processes five phase shifted interferograms, performs phase wrapping, unwrapping and calculates the Zernike coefficients usi…☆13Mar 4, 2020Updated 6 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.
- 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
- A Python interface for working with CHEMKIN☆14May 24, 2015Updated 11 years ago
- ☆10Aug 5, 2020Updated 5 years ago
- ☆12Dec 5, 2022Updated 3 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 10 months ago
- Predicting Solar Energy based on Weather Data via Multilayer Perceptron and Long Short-Term Memory☆14Jun 30, 2026Updated 3 weeks ago
- Scaling RLLib for generic simulation environments on Theta☆20Feb 16, 2023Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Python code solving the fluid mechanical local linear stability equations for various base flows.☆14Aug 1, 2015Updated 10 years ago
- ☆12Dec 13, 2024Updated last year
- ☆13Dec 19, 2023Updated 2 years ago
- Tools for performing vibrational analysis on molecular systems.☆19Sep 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