junjun-yan / ST-PINN
A Self-Training Physics-Informed Neural Network for Partial Differential Equations
☆18Updated last year
Alternatives and similar repositories for ST-PINN:
Users that are interested in ST-PINN are comparing it to the libraries listed below
- POD-PINN code and manuscript☆47Updated 2 months ago
- Physics-informed radial basis network☆29Updated 8 months ago
- Physics-guided neural network framework for elastic plates☆34Updated 2 years ago
- Soving heat transfer problems using PINN with tf2.0☆19Updated 3 years ago
- Physics-informed neural networks for highly compressible flows 🧠🌊☆22Updated last year
- ☆33Updated 2 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆20Updated last year
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆24Updated last year
- Physics-informed neural networks for two-phase flow problems☆49Updated last year
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆23Updated last week
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆27Updated 2 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆38Updated 8 months ago
- ☆37Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆19Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆22Updated 9 months ago
- ☆16Updated 11 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆24Updated 3 years ago
- Physics-informed neural networks for identifying material properties in solid mechanics☆16Updated last year
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆25Updated last year
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆24Updated last year
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆34Updated 5 months ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆26Updated last year
- Contains implementation of PINN using Tensorflow 2.4.0☆14Updated last year
- XPINN code written in TensorFlow 2☆27Updated last year
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆17Updated 2 years ago
- Physics-Informed Neural Networks for solving PDEs (bachelor project)☆9Updated last year
- Multi-fidelity reduced-order surrogate modeling☆17Updated last month
- Deep finite volume method☆18Updated 7 months ago
- Multifidelity DeepONet☆27Updated last year
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆15Updated 2 years ago