Mohamedelrefaie / DrivAerNetLinks
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
☆436Updated 2 weeks ago
Alternatives and similar repositories for DrivAerNet
Users that are interested in DrivAerNet are comparing it to the libraries listed below
Sorting:
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆245Updated last month
- Curated list for ML in FM☆230Updated 3 months ago
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆249Updated 6 months ago
- ☆56Updated 7 months ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆251Updated 2 months ago
- Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as …☆299Updated last month
- ☆98Updated 10 months ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆228Updated 2 years ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆304Updated last year
- ☆197Updated 2 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆292Updated 6 months ago
- Lecture material for machine learning applied to computational fluid mechanics☆427Updated last week
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆167Updated 3 months ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆125Updated 2 months ago
- Surrogate Modeling of the Aerodynamic Performance for Transonic Regime☆11Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆199Updated 2 years ago
- Modified Meshgraphnets with more features☆57Updated 10 months ago
- Foam-Agent: An end-to-end, composable multi-agent framework for automating CFD simulations in OpenFOAM. NeurIPS 2025 Machine Learning and…☆60Updated last month
- ☆114Updated last year
- A GNN-based PDE solver without pre-computed data☆38Updated 6 months ago
- PyTorch implementations of Learning Mesh-based Simulation With Graph Networks☆211Updated last week
- Hidden Fluid Mechanics☆344Updated 2 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆56Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆258Updated 4 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…☆57Updated 11 months ago
- MIONet: Learning multiple-input operators via tensor product☆40Updated 3 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆272Updated last week
- ☆103Updated 8 months ago
- ☆117Updated 10 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆100Updated last year