okada39 / pinn_wave
Physics Informed Neural Network (PINN) for the wave equation.
☆144Updated 4 years ago
Alternatives and similar repositories for pinn_wave:
Users that are interested in pinn_wave are comparing it to the libraries listed below
- A place to share problems solved with SciANN☆265Updated last year
- physics-informed neural network for elastodynamics problem☆128Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆204Updated 3 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆130Updated 4 years ago
- ☆188Updated 3 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆66Updated 5 months ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆163Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆213Updated 4 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆124Updated 3 weeks ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆173Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆74Updated last year
- Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs…☆353Updated 2 months ago
- Deep learning for Engineers - Physics Informed Deep Learning☆330Updated last year
- gPINN: Gradient-enhanced physics-informed neural networks☆84Updated 2 years ago
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆281Updated 7 months ago
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆255Updated last year
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆124Updated 10 months ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆26Updated 2 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆86Updated 2 years ago
- ☆128Updated 2 years ago
- Basic implementation of physics-informed neural network with pytorch.☆56Updated 2 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆139Updated 9 months ago
- ☆315Updated 2 years ago
- ☆88Updated 3 years ago
- PINN in solving Navier–Stokes equation☆85Updated 4 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆63Updated 2 years ago
- DeepXDE and PINN☆98Updated 2 years ago
- ☆156Updated last year
- Non-adaptive and residual-based adaptive sampling for PINNs☆65Updated 2 years ago
- ☆108Updated 3 months ago