314arhaam / heat-pinnLinks
A Physics-Informed Neural Network to solve 2D steady-state heat equations.
☆165Updated 2 months ago
Alternatives and similar repositories for heat-pinn
Users that are interested in heat-pinn are comparing it to the libraries listed below
Sorting:
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆150Updated 5 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆197Updated 2 years ago
- PINN in solving Navier–Stokes equation☆115Updated 5 years ago
- Physics-informed neural network for solving fluid dynamics problems☆252Updated 4 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆79Updated 4 years ago
- A place to share problems solved with SciANN☆295Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆255Updated 4 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆220Updated 2 years ago
- PINN program for computational mechanics☆127Updated last year
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆263Updated last year
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆100Updated 3 years ago
- ☆197Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆152Updated 3 years ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆175Updated last year
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆121Updated 3 weeks 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 (PINN) for Burgers' equation.☆72Updated last year
- Original implementation of fast PINN optimization with RBA weights☆66Updated 2 months ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆85Updated last year
- DeepXDE and PINN☆138Updated 3 years ago
- ☆83Updated 11 months ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆74Updated 2 years ago
- Tutorials for Physics-Informed Neural Networks☆102Updated last year
- Physics-informed neural networks for studying heat transfer in porous media☆18Updated 5 months ago
- Deep learning for Engineers - Physics Informed Deep Learning☆351Updated last year
- Physics-informed neural networks for two-phase flow problems☆70Updated last month
- This is the code of my master thesis.☆164Updated 7 months ago
- ☆131Updated 3 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆54Updated 3 years ago