dc-luo / seepagePINNLinks
Physics informed neural network for learning seepage flow models
☆20Updated 2 years ago
Alternatives and similar repositories for seepagePINN
Users that are interested in seepagePINN are comparing it to the libraries listed below
Sorting:
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆31Updated 3 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆38Updated 3 years ago
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆15Updated 3 years ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆54Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆90Updated last year
- Modified Meshgraphnets with more features☆56Updated 11 months ago
- ☆15Updated 5 years ago
- ☆51Updated 3 years ago
- ☆45Updated 3 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆27Updated 6 years ago
- Physics-informed neural networks for two-phase flow problems☆73Updated 3 months ago
- Deep finite volume method☆21Updated last year
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆33Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- ☆21Updated last year
- ☆92Updated last year
- Physics-guided neural network framework for elastic plates☆49Updated 3 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆28Updated 11 months ago
- Graph Convolutional Networks for Unstructured Flow Fields☆13Updated 3 years ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆39Updated 3 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆34Updated 2 years ago
- POD-PINN code and manuscript☆57Updated last year
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Updated 2 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆92Updated 4 years ago
- ☆24Updated 2 years ago
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆71Updated 2 weeks ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆60Updated 5 years ago
- PINN program for computational mechanics☆130Updated last year
- ☆54Updated last year
- Soving heat transfer problems using PINN with tf2.0☆20Updated 4 years ago