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:
- Physics-guided neural network framework for elastic plates☆46Updated 3 years ago
- Soving heat transfer problems using PINN with tf2.0☆19Updated 4 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 3 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆67Updated 4 months ago
- ☆43Updated last year
- ☆19Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆43Updated 3 weeks ago
- ☆41Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆58Updated 4 years ago
- POD-PINN code and manuscript☆53Updated 10 months ago
- Physics-informed neural networks for two-phase flow problems☆68Updated 4 months ago
- PINN program for computational mechanics☆121Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 7 months ago
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆12Updated 2 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆31Updated 3 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆33Updated 3 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆84Updated last year
- XPINN code written in TensorFlow 2☆28Updated 2 years ago
- ☆58Updated 2 years ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆31Updated 2 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆31Updated last year
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 8 months ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆27Updated 2 years ago
- Yet another PINN implementation☆20Updated last year
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆83Updated last month
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆44Updated last year
- ☆12Updated last year
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆27Updated 5 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆25Updated 2 years ago