haimingz / vivsimLinks
Accelerated vortex-induced vibration (VIV) simulation using immersed boundary lattice Boltzmann method (IB-LBM) powered by JAX.
☆28Updated 2 weeks ago
Alternatives and similar repositories for vivsim
Users that are interested in vivsim are comparing it to the libraries listed below
Sorting:
- Immersed boundary - Fluid Structure Interaction solver with heat transfer☆11Updated last year
- Physics-informed neural networks for two-phase flow problems☆72Updated 3 months ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆49Updated 2 years ago
- OpenFOAM implementation of turbulence models driven by machine learning predictions.☆47Updated last year
- ☆91Updated last year
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated this week
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 5 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- Physics Informed Neural Networks: a starting step for CFD specialists☆39Updated 3 years ago
- Multi-head attention network for airfoil flow field prediction☆17Updated 3 years ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆33Updated last year
- Pythonic spectral proper orthogonal decomposition☆45Updated 3 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆52Updated 3 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆37Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- CFD-DeepLearning-UNET☆19Updated 4 years ago
- Deep reinforcement learning with OpenFOAM☆45Updated 7 months ago
- ☆35Updated 8 months ago
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆34Updated 5 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆71Updated last week
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆45Updated last year
- Use deep learning to learn a turbulence model from high fedelity data. The model can reasonably predict other turbulent flows.☆21Updated 6 years ago
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆174Updated 10 months ago
- Python code to calculate proper orthogonal decomposition modes (aka principal components), which are then used to generate reduced order …☆38Updated 10 years ago
- A curated list of awesome Machine Learning projects in Fluid Dynamics☆108Updated 3 years ago
- ☆44Updated 3 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Updated 2 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆36Updated 2 years ago
- Using PyTorch within OpenFOAM☆13Updated last year
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆20Updated 10 months ago