baichen99 / PINN_Platform_BackendLinks
PINN_Platform_Backend
☆11Updated 2 years ago
Alternatives and similar repositories for PINN_Platform_Backend
Users that are interested in PINN_Platform_Backend are comparing it to the libraries listed below
Sorting:
- PINN in solving Navier–Stokes equation☆125Updated 5 years ago
- Recent Advances on Machine Learning for Computational Fluid Dynamics: A Survey☆316Updated 8 months ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆190Updated last year
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆132Updated 3 months ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆206Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆160Updated 5 years ago
- ☆44Updated 3 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Updated 3 years ago
- ☆65Updated 3 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆168Updated last year
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆92Updated last year
- PINN program for computational mechanics☆131Updated last year
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆23Updated 3 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆259Updated 3 months ago
- DeepXDE and PINN☆149Updated 3 years ago
- Physics-informed neural network for solving fluid dynamics problems☆264Updated 5 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆107Updated 3 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆84Updated 4 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆364Updated last year
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆172Updated 5 months ago
- A place to share problems solved with SciANN☆303Updated 2 years ago
- ☆16Updated 3 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59Updated last year
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆61Updated 5 years ago
- 复现CICP论文提出的几种改进PINN性能的方法☆23Updated 7 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆271Updated 4 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆57Updated 3 years ago
- Hidden Fluid Mechanics☆353Updated 3 years ago
- physics-informed neural network for elastodynamics problem☆154Updated 4 years ago
- Physics-informed neural networks for two-phase flow problems☆74Updated 4 months ago