camlab-ethz / GenCFDLinks
Code for the paper "Generative AI for fast and accurate statistical computation of fluids"
☆45Updated 3 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☆41Updated 2 years ago
- ☆28Updated last year
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 8 months ago
- Turbulent flow network source code☆71Updated 8 months ago
- Python 2D Navier-Stokes solver☆24Updated 3 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated last week
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆39Updated 3 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…☆56Updated 10 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆70Updated last year
- ☆47Updated 8 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 8 months ago
- ☆14Updated last year
- ☆30Updated last year
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆20Updated 2 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 3 years ago
- ☆54Updated 3 years ago
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆65Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- ☆39Updated 2 years ago
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆35Updated 2 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆63Updated 3 weeks ago
- ☆37Updated 4 months ago
- Source code for the paper "Data-driven reduced-order models via regularised Operator Inference for a single-injector combustion process" …☆33Updated 3 years ago
- ☆12Updated last year
- ☆45Updated 2 years ago
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year
- The public repository about our joint FINN research project☆38Updated 3 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆63Updated 4 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆88Updated last week