camlab-ethz / GenCFDLinks
Code for the paper "Generative AI for fast and accurate statistical computation of fluids"
☆41Updated 2 months ago
Alternatives and similar repositories for GenCFD
Users that are interested in GenCFD are comparing it to the libraries listed below
Sorting:
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- ☆28Updated last year
- Turbulent flow network source code☆70Updated 6 months ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 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…☆57Updated 9 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆36Updated 6 months ago
- ☆14Updated 10 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆62Updated 3 months ago
- About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"☆41Updated 2 weeks ago
- The MegaFlow2D dataset package☆23Updated 2 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated 3 weeks ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 7 months ago
- ☆12Updated last year
- ☆33Updated 3 months ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆69Updated 2 years ago
- Transfer learning on physics-informed neural networks for tracking the hemodynamics in the evolving false lumen of dissected aorta☆16Updated last year
- Python 2D Navier-Stokes solver☆22Updated 2 months ago
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- ☆46Updated 6 months ago
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year
- A library for dimensionality reduction on spatial-temporal PDE☆67Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- ☆30Updated last year
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆64Updated 3 years ago
- A GNN-based PDE solver without pre-computed data☆36Updated 3 months ago
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆82Updated 4 months ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- Multi-fidelity reduced-order surrogate modeling☆25Updated 3 months ago