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☆45Updated 3 years ago
- Soving heat transfer problems using PINN with tf2.0☆19Updated 4 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆66Updated 2 months ago
- POD-PINN code and manuscript☆52Updated 8 months ago
- ☆19Updated last year
- ☆42Updated last year
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 3 years ago
- Physics-informed neural networks for two-phase flow problems☆64Updated 3 months ago
- ☆11Updated last year
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆41Updated this week
- Physics Informed Neural Networks To Solve Problems In Solid Mechanics☆12Updated last year
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆79Updated last year
- XPINN code written in TensorFlow 2☆28Updated 2 years ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆32Updated 3 years ago
- A deep energy method (DEM) to solve J2 elastoplasticity problems in 3D.☆23Updated 2 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆80Updated 3 years ago
- Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)☆39Updated 11 months ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆56Updated 4 years ago
- PINN program for computational mechanics☆116Updated last year
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆32Updated last year
- ☆21Updated 4 years ago
- ☆40Updated 3 years ago
- Second and fourth-order adaptive phase field modeling of fracture using PHT-splines in the framework of IGA.☆50Updated 4 years ago
- Physics-informed radial basis network☆31Updated last year
- ☆55Updated 2 years ago
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆89Updated last year
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆72Updated 3 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆72Updated 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