Muhabdaziz / PINN-ConductionLinks
Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems
☆14Updated 3 years ago
Alternatives and similar repositories for PINN-Conduction
Users that are interested in PINN-Conduction are comparing it to the libraries listed below
Sorting:
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆59Updated last year
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆60Updated 5 years ago
- Physics-guided neural network framework for elastic plates☆49Updated 3 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆38Updated 3 years ago
- PINN program for computational mechanics☆130Updated last year
- ☆21Updated last year
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Updated 2 years ago
- ☆45Updated 3 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆90Updated last year
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆38Updated 2 years ago
- ☆46Updated 2 years ago
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆34Updated 2 years ago
- ☆51Updated 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…☆72Updated 8 months ago
- ☆30Updated last year
- Physics-informed neural networks for two-phase flow problems☆73Updated 3 months ago
- Soving heat transfer problems using PINN with tf2.0☆20Updated 4 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆83Updated 4 years ago
- FEM enhanced neural network☆20Updated 3 years ago
- An improved and generic PINNs for fluid dynamic analysis is proposed. This approach incorporates three key improvements: residual-based …☆30Updated 2 years ago
- ☆15Updated 7 months ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆36Updated 3 years ago
- PINN for heat transfer problems☆20Updated 4 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Updated 3 years ago
- Physics-Informed Neural Network☆93Updated last year
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆28Updated 2 years ago
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆27Updated 6 years ago
- Use of Turbulence Model (Spalart-Allmaras) with PINNs for mean flow reconstruction☆12Updated last year
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆19Updated last month