AdrianDario10 / Heat_Equation_1DLinks
Physics informed neural network (PINN) for the 1D Heat equation
☆23Updated 2 years ago
Alternatives and similar repositories for Heat_Equation_1D
Users that are interested in Heat_Equation_1D are comparing it to the libraries listed below
Sorting:
- Physics Informed Neural Networks: a starting step for CFD specialists☆38Updated 3 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆89Updated last year
- Physics-informed neural networks for two-phase flow problems☆72Updated 3 months ago
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆185Updated last year
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆37Updated 3 years ago
- ☆90Updated last year
- PINN in solving Navier–Stokes equation☆122Updated 5 years ago
- Physics-informed neural networks for studying heat transfer in porous media☆19Updated 6 months ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆201Updated 2 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆83Updated 4 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆155Updated 5 years ago
- This Python script solves the Navier-Stokes equations using Physics-Informed Neural Network. This approach enables the modeling of fluid …☆16Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆259Updated 4 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆60Updated 5 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆29Updated 2 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆76Updated 2 years ago
- Basic implementation of physics-informed neural network with pytorch.☆83Updated 3 years ago
- Physics Informed Neural Network (PINN) for Burgers' equation.☆72Updated last year
- ☆50Updated 3 years ago
- PINN program for computational mechanics☆128Updated last year
- A solver for subsonic flow around airfoils based on physics-informed neural networks and mesh transformation☆34Updated last year
- Burgers equation solved by PINN in PyTorch☆24Updated 4 years ago
- ☆44Updated 3 years ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆95Updated 3 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆128Updated 2 months ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆57Updated last week
- ☆44Updated 3 years ago
- DeepXDE and PINN☆145Updated 3 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆57Updated 3 years ago
- parallel PINNs; RANS equations; spatiotemporal parallel; PINNs☆33Updated last year