Rose-STL-Lab / Turbulent-Flow-Net
Turbulent flow network source code
☆68Updated last month
Alternatives and similar repositories for Turbulent-Flow-Net:
Users that are interested in Turbulent-Flow-Net are comparing it to the libraries listed below
- MIONet: Learning multiple-input operators via tensor product☆34Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆52Updated 4 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated last month
- ☆26Updated 10 months ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆51Updated 3 years ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆92Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆39Updated last year
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆85Updated 4 years ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- DeepONet extrapolation☆27Updated last year
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- Physics-encoded recurrent convolutional neural network☆46Updated 3 years ago
- ☆13Updated 5 years ago
- ☆38Updated last year
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆30Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆32Updated last week
- PINNs for 2D Incompressible Navier-Stokes Equation☆45Updated 11 months ago
- ☆32Updated last month
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆43Updated last year
- Graph Neural Networks (GNN) based solvers for Computational Fluid Dynamics (CFD)☆34Updated last year
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆42Updated last year
- ☆58Updated last month
- ☆26Updated last month
- Code for Mesh Transformer describes in the EAGLE dataset☆39Updated 2 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆84Updated 4 months ago
- machine learning-accelerated computational fluid dynamics☆18Updated 3 years ago