hitcslj / AFBenchLinks
[Submitted to NeurIPS 2024 Dataset & Benchmark Track] AFBench: A Large-scale Benchmark for Airfoil Design
☆11Updated last year
Alternatives and similar repositories for AFBench
Users that are interested in AFBench are comparing it to the libraries listed below
Sorting:
- A curated list of awesome engineer design papers, including airfoil design, 3D print, CAD design☆23Updated 11 months ago
- [NeurIPS 2024] AFBench: A Large-scale Benchmark for Airfoil Design☆28Updated 11 months ago
- ☆25Updated 3 years ago
- ☆11Updated last year
- this repository mainly descript how use vision transfrmer encode airfoil to latent code☆22Updated 7 months ago
- PyTorch implementation of the diffusion-based method for CFD data super-resolution proposed in the paper "A Physics-informed Diffusion Mo…☆203Updated 2 years ago
- AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆14Updated last month
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆209Updated 3 months ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆54Updated 6 months ago
- Surrogate Modeling of the Aerodynamic Performance for Transonic Regime☆10Updated last year
- Source code for paper "Learning spatiotemporal dynamics with a pretrained generative model" in Nature Machine Intelligence☆46Updated 4 months ago
- A small research project about advanced machine learning with neural networks. The Fourier neural operator was implemented here to see if…☆32Updated 2 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆216Updated 8 months ago
- ☆22Updated 8 months ago
- ☆47Updated last month
- Awesome AI4PDE is a curated list of resources and literature focusing on the intersection of Artificial Intelligence and Partial Differen…☆73Updated 4 months ago
- Modified Meshgraphnets with more features☆54Updated 7 months ago
- Physics-informed radial basis network☆31Updated last year
- ☆31Updated last month
- Codes for paper "Automatic Parameterization for Aerodynamic Shape Optimization via Deep Geometric Learning", published on AIAA Aviation F…☆19Updated last year
- ☆29Updated 7 months ago
- [NeurIPS 2023 Spotlight] Separable Physics-Informed Neural Networks☆78Updated last year
- Hidden Fluid Mechanics in PyTorch☆18Updated last year
- Point-cloud deep learning for prediction of fluid flow fields on irregular geometries (supervised learning)☆35Updated 2 months ago
- This repository is for the master thesis project: "DiffFluids: A Diffusion-based Generative Model for Fluid Simulations"☆12Updated last year
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆207Updated last month
- ☆23Updated 10 months ago
- Official implementation of the AIAA Journal paper "Uncertainty-aware Surrogate Models for Airfoil Flow Simulations with Denoising Diffusi…☆78Updated 10 months ago
- ☆32Updated last month
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆26Updated 10 months ago