Mohamedelrefaie / DrivAerNetLinks
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
☆413Updated 2 weeks ago
Alternatives and similar repositories for DrivAerNet
Users that are interested in DrivAerNet are comparing it to the libraries listed below
Sorting:
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆236Updated 4 months ago
- DeepCFD: Efficient Steady-State Laminar Flow Approximation with Deep Convolutional Neural Networks☆291Updated last year
- Curated list for ML in FM☆217Updated last month
- A large-scale benchmark for machine learning methods in fluid dynamics☆234Updated last week
- Lecture material for machine learning applied to computational fluid mechanics☆423Updated 9 months ago
- About code release of "Transolver: A Fast Transformer Solver for PDEs on General Geometries", ICML 2024 Spotlight. https://arxiv.org/abs/…☆223Updated last week
- A GNN-based PDE solver without pre-computed data☆36Updated 4 months ago
- ☆98Updated 8 months ago
- ☆195Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆217Updated 2 years ago
- ☆53Updated 5 months ago
- XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML☆411Updated 2 weeks ago
- Modified Meshgraphnets with more features☆56Updated 9 months ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆105Updated last year
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆282Updated 5 months ago
- Framework providing pythonic APIs, algorithms and utilities to be used with PhysicsNeMo core to physics inform model training as well as …☆278Updated this week
- ☆60Updated 7 months ago
- Graph Convolutional Networks for Unstructured Flow Fields☆11Updated 3 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆54Updated last year
- ☆52Updated 2 years ago
- A curated list of repositories related to fluid dynamics.☆140Updated 2 years ago
- Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method☆261Updated last week
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆99Updated 10 months ago
- ☆114Updated 8 months ago
- This curriculum module introduces foundational concepts for solving the Navier-Stokes equations, including methods for interface advectio…☆144Updated 7 months ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆162Updated 2 months ago
- Surrogate Modeling of the Aerodynamic Performance for Transonic Regime☆10Updated last year
- ☆81Updated 11 months ago
- PINN in solving Navier–Stokes equation☆113Updated 5 years ago
- Physics-informed neural networks for two-phase flow problems☆69Updated last month