This repository contains the simple source codes of "Convolutional neural network and long short-term memory based reduced order surrogate for minimal turbulent channel flow"
☆15Feb 27, 2021Updated 5 years ago
Alternatives and similar repositories for ML-ROM_turbulent_flow
Users that are interested in ML-ROM_turbulent_flow are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This repository contains the simple source codes of "Machine-learning-based reduced-order modeling for unsteady flows around bluff bodies…☆18Aug 3, 2026Updated 3 months ago
- Deep learning framework for model reduction of dynamical systems☆21Dec 31, 2020Updated 5 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
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Oct 23, 2018Updated 8 years ago
- A code for fast, massively-parallel direct numerical simulations (DNS) of canonical flows☆17Sep 24, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Deep residual networks for dimensionality reduction and surrogate modeling in high-dimensional inverse problems☆10Mar 20, 2021Updated 5 years ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆22Mar 25, 2023Updated 3 years ago
- Pressure from PIV☆16Nov 15, 2021Updated 4 years ago
- POD-PINN code and manuscript☆62Nov 10, 2024Updated last year
- ☆12Jan 29, 2025Updated last year
- Source code for "Probabilistic neural networks for fluid flow model-order reduction and data recovery"☆11Sep 19, 2020Updated 6 years ago
- Convert a mesh from VTK format to OpenFOAM☆11Jan 22, 2013Updated 13 years ago
- Uncertainty Quantification in the POD-NN framework☆24Sep 10, 2020Updated 6 years ago
- This repository contains the codes for DNS of channel flow.☆11Dec 11, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Enhancing Dynamic Mode Decomposition using Autoencoder Networks.☆35Apr 2, 2021Updated 5 years ago
- Numerical tool for Construction of Reduced-order models for fluid flows.☆32Jan 21, 2021Updated 5 years ago
- CNN for airfoil lift-to-drag-ratio prediction☆47Mar 3, 2019Updated 7 years ago
- Direct Numerical Simulation of an incompressible turbulent channel flow with two dimensional parallelization☆29Oct 24, 2026Updated last week
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆28Sep 7, 2023Updated 3 years ago
- Deep Learning for Reduced Order Modelling☆118Nov 11, 2021Updated 4 years ago
- ☆11Jan 7, 2025Updated last year
- This repository contains various Autoencoders implemented using TensorFlow☆12Dec 3, 2018Updated 7 years ago
- CNN model to predict the lift-drag ratio of airfoil☆18Feb 28, 2021Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆25May 10, 2019Updated 7 years ago
- ☆11Nov 18, 2021Updated 4 years ago
- ☆53Jun 21, 2023Updated 3 years ago
- Sparsity-Promoting Dynamic Mode Decomposition with Control☆10Jul 6, 2023Updated 3 years ago
- ☆20Feb 19, 2024Updated 2 years ago
- Generate and plot the contour of an airfoil using the PARSEC parameterization☆20Jan 25, 2015Updated 11 years ago
- FSI tools for partitioned coupling between generic solid and fluid solvers☆10Feb 17, 2020Updated 6 years ago
- Multi-head attention network for airfoil flow field prediction☆17Sep 13, 2022Updated 4 years ago
- ☆16May 11, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆13Dec 19, 2023Updated 2 years ago
- DON-LSTM: Multi-Resolution Learning with DeepONets and Long-Short Term Memory Neural Networks☆10Sep 4, 2025Updated last year
- 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
- PyData NYC 2015 tutorial examples☆12Feb 15, 2016Updated 10 years ago
- Repository containing case files from my tutorial videos☆13Apr 24, 2022Updated 4 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
- My solution to projects in web book "Data Structures and Algorithms with Object-Oriented Design Patterns in Python"☆12Oct 1, 2020Updated 6 years ago