pmaczuga / pinn-notebooksLinks
☆10Updated 2 years ago
Alternatives and similar repositories for pinn-notebooks
Users that are interested in pinn-notebooks are comparing it to the libraries listed below
Sorting:
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆58Updated 4 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆77Updated 4 years ago
- Original implementation of fast PINN optimization with RBA weights☆60Updated last month
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆52Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆151Updated 5 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆74Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆117Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆84Updated last year
- Physics Informed Neural Network (PINN) for Burgers' equation.☆71Updated last year
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆51Updated 4 years ago
- Burgers equation solved by PINN in PyTorch☆24Updated 4 years ago
- 2D wave equation simulated by PINN and FDM☆12Updated 3 years ago
- physics-informed neural network for elastodynamics problem☆146Updated 3 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆88Updated 4 years ago
- ☆77Updated 10 months ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆188Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆31Updated 3 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆53Updated last year
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆167Updated last year
- Implementing a physics-informed DeepONet from scratch☆46Updated 2 years ago
- PINN for obtaining WSS from sparse data☆67Updated last year
- PINN in solving Navier–Stokes equation☆113Updated 5 years ago
- Hidden Fluid Mechanics in PyTorch☆18Updated last year
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆91Updated 2 years ago
- ☆50Updated 2 years ago
- POD-PINN code and manuscript☆53Updated 11 months ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Updated 3 years ago
- ☆41Updated 3 years ago
- Basic implementation of physics-informed neural network with pytorch.☆80Updated 3 years ago