Extrality / AirfRANSLinks
In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the NeurIPS 2022 Datasets and Benchmarks Track conference.
☆56Updated 9 months ago
Alternatives and similar repositories for AirfRANS
Users that are interested in AirfRANS are comparing it to the libraries listed below
Sorting:
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated last month
- ☆28Updated last year
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆88Updated 4 years ago
- MIONet: Learning multiple-input operators via tensor product☆38Updated 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
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆32Updated last year
- PINNs for 2D Incompressible Navier-Stokes Equation☆53Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- ☆60Updated 7 months ago
- ☆55Updated 3 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆62Updated 4 months ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- Turbulent flow network source code☆70Updated 7 months ago
- POD-PINN code and manuscript☆54Updated 11 months ago
- PDE Preserved Neural Network☆57Updated 5 months ago
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆93Updated 3 years ago
- ☆30Updated 9 months ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆56Updated 3 years ago
- The AirfRANS dataset makes available numerical resolutions of the incompressible Reynolds-Averaged Navier–Stokes (RANS) equations over th…☆18Updated 9 months ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- The MegaFlow2D dataset package☆23Updated 2 years ago
- ☆114Updated 8 months ago
- Multi-fidelity reduced-order surrogate modeling☆25Updated 4 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 8 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆32Updated last year
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆64Updated 3 years ago
- ☆33Updated 3 months ago
- ☆29Updated 3 years ago