Mohamedelrefaie / DrivAerNet
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
☆138Updated this week
Related projects ⓘ
Alternatives and complementary repositories for DrivAerNet
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆82Updated 2 months ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆89Updated last month
- ☆19Updated last month
- Modified Meshgraphnets with more features☆36Updated 5 months ago
- Source code for Separable PINN☆57Updated last year
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆40Updated last year
- Using deep reinforcement learning for refining meshes in computational fluid dynamics☆20Updated last year
- ☆92Updated last year
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆152Updated 2 years ago
- ☆26Updated 4 months ago
- Code, technical details and links to datasets and trained models for TopoDiff☆37Updated last year
- Graph Network Simulator☆138Updated 3 weeks ago
- Code repo for Fluid Graph Network☆22Updated 2 years ago
- ☆31Updated last year
- ☆50Updated last year
- ☆48Updated 3 months ago
- MeshGraphNets (MGN)☆60Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆35Updated 5 months ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆184Updated last year
- A large-scale benchmark for machine learning methods in fluid dynamics☆131Updated 2 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆43Updated 5 months ago
- Rewrite deepmind/meshgraphnets into pytorch☆75Updated 2 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆76Updated 2 years ago
- ☆59Updated 2 months ago
- machine learning-accelerated computational fluid dynamics☆17Updated 2 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆104Updated last month
- Physics-informed radial basis network☆26Updated 6 months ago
- A Mesh-free Topology Optimization Method using Neural Representations☆29Updated 3 years ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆47Updated 2 years ago
- ☆94Updated 4 months ago