camlab-ethz / GAOTLinks
About code release of "Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains"
☆25Updated 3 weeks ago
Alternatives and similar repositories for GAOT
Users that are interested in GAOT are comparing it to the libraries listed below
Sorting:
- ☆26Updated 11 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆75Updated last month
- The MegaFlow2D dataset package☆22Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- ☆40Updated 4 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 8 months ago
- Code for the paper "Generative AI for fast and accurate statistical computation of fluids"☆33Updated 3 months ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆55Updated 5 months ago
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- ☆12Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- Distributed Fourier Neural Operators☆30Updated 2 years ago
- ☆30Updated 3 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 4 months ago
- Pseudospectral Kolmogorov Flow Solver☆40Updated last year
- ☆41Updated 2 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆44Updated last year
- ☆38Updated 3 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- DeepONet extrapolation☆27Updated 2 years ago
- ☆11Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Deep renormalized Mori-Zwanzig (DrMZ) Julia package.☆14Updated 2 years ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆68Updated 7 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆16Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- Transfer learning on PINNs for tracking hemodynamics☆14Updated 10 months ago
- Discontinuity Computing Using Physics-Informed Neural Network☆24Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆86Updated 6 months ago