yunbattle1994 / PINN-incompressive-laminar-cylinder
☆38Updated 2 years ago
Alternatives and similar repositories for PINN-incompressive-laminar-cylinder:
Users that are interested in PINN-incompressive-laminar-cylinder are comparing it to the libraries listed below
- Physics-informed neural networks for two-phase flow problems☆55Updated 2 years ago
- PINN program for computational mechanics☆106Updated last year
- PINN in solving Navier–Stokes equation☆97Updated 4 years ago
- ☆12Updated 2 years ago
- ☆39Updated 2 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆27Updated last year
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆31Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated 11 months ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆70Updated last year
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆18Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆23Updated 2 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- ☆66Updated 5 months ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆30Updated 2 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆70Updated 2 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆140Updated last year
- Soving heat transfer problems using PINN with tf2.0☆19Updated 3 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆66Updated 3 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆59Updated 3 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆26Updated last year
- Non-adaptive and residual-based adaptive sampling for PINNs☆74Updated 2 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆13Updated last year
- physics-informed neural network for elastodynamics problem☆135Updated 3 years ago
- ☆63Updated 8 months ago
- ☆24Updated 3 months ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆37Updated this week
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆55Updated 4 years ago
- ☆49Updated 4 months ago
- POD-PINN code and manuscript☆51Updated 5 months ago
- Deep Learning of Vortex Induced Vibrations☆93Updated 5 years ago