zbyandmoon / DeepCFD_with_PaddlePaddleLinks
☆19Updated 3 years ago
Alternatives and similar repositories for DeepCFD_with_PaddlePaddle
Users that are interested in DeepCFD_with_PaddlePaddle are comparing it to the libraries listed below
Sorting:
- ☆44Updated 3 years ago
- ☆48Updated 3 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆38Updated 3 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆28Updated 2 years ago
- Physics-informed neural networks for two-phase flow problems☆71Updated 2 months ago
- Physics-informed neural networks for studying heat transfer in porous media☆18Updated 6 months ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆89Updated last year
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- ☆88Updated last year
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆172Updated 9 months ago
- Modified Meshgraphnets with more features☆57Updated 10 months ago
- ☆34Updated 4 years ago
- ☆44Updated 3 years ago
- openLBMPM is an open source lattice Boltzmann method (LBM) package for multicomponent and multiphase (MCMP) flow and transport in porous …☆104Updated 7 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆82Updated 4 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆33Updated last year
- 基于pyfluent的全流程应用案例（以2D naca0012为例）☆62Updated 3 years ago
- Official repository of paper, entitled "Airfoil’s Aerodynamic Coefficients Prediction using Artificial Neural Network".☆34Updated last year
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆16Updated 2 weeks ago
- ☆24Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆36Updated 3 years ago
- 计算流体力学笔记及资料☆33Updated last year
- PINN program for computational mechanics☆128Updated last year
- These python codes can be used to simulate multiphase flows with Lattice Boltzmann Method (LBM).☆17Updated 5 years ago
- Couette flow and Poiseuille flow☆20Updated last year
- Lattice Boltzmann Method for CFD coupled with mass and heat transfer.☆31Updated 7 years ago
- pyOpenFOAM is a Python-based Computational Fluid Dynamics (CFD) library implementing the Finite Volume Method (FVM), designed for simulat…☆43Updated 3 months ago
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆49Updated 2 years ago
- Physics-informed neural networks to solve forward and inverse problems of 1D laminar flames☆20Updated 9 months ago
- This is the source code for our paper "Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils"☆32Updated last year