XavierNie715 / PINN_Heat_TransferLinks
PINN for heat transfer problems
☆18Updated 4 years ago
Alternatives and similar repositories for PINN_Heat_Transfer
Users that are interested in PINN_Heat_Transfer are comparing it to the libraries listed below
Sorting:
- Soving heat transfer problems using PINN with tf2.0☆19Updated 4 years ago
- Physics-guided neural network framework for elastic plates☆42Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 2 years ago
- ☆39Updated 3 years ago
- Physics-informed neural networks for two-phase flow problems☆64Updated 2 months ago
- POD-PINN code and manuscript☆52Updated 8 months ago
- ☆11Updated last year
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆65Updated last month
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆12Updated last year
- ☆19Updated last year
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆40Updated last week
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 5 months ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆57Updated last year
- XPINN code written in TensorFlow 2☆28Updated 2 years ago
- ☆72Updated 7 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆56Updated 4 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆31Updated 3 years ago
- Machine Learning enhanced CFD solver for incompressible isothermal fluid flow☆14Updated last month
- Yet another PINN implementation☆20Updated last year
- ☆40Updated last year
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆75Updated last year
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆29Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆26Updated 3 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 4 months 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
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆32Updated last year
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆71Updated 2 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆39Updated 11 months ago