machinedecision / code_sample
code_sample
☆18Updated last year
Alternatives and similar repositories for code_sample:
Users that are interested in code_sample are comparing it to the libraries listed below
- ☆35Updated 2 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆51Updated 4 years ago
- Tensoflow 2 implementation of physics informed deep learning.☆27Updated 4 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆62Updated 3 years ago
- Burgers equation solved by PINN in PyTorch☆21Updated 3 years ago
- ☆62Updated 3 months ago
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- Basic implementation of physics-informed neural networks for solving differential equations☆82Updated 2 months ago
- Physics Informed Neural Networks: a starting step for CFD specialists☆28Updated 2 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆45Updated 2 years ago
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆26Updated last year
- Physics Informed Neural Network (PINN) for Burgers' equation.☆69Updated 6 months ago
- POD-PINN code and manuscript☆47Updated 4 months ago
- Basic implementation of physics-informed neural network with pytorch.☆61Updated 2 years ago
- Implementation of Physics-Informed Neural Networks for Computational Mechanics based on the DeepXDE package.☆35Updated last month
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆28Updated 3 years ago
- Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation☆14Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆64Updated 11 months ago
- Soving heat transfer problems using PINN with tf2.0☆20Updated 3 years ago
- Python tools for non-intrusive reduced order modeling☆18Updated 7 months ago
- ☆18Updated last year
- Yet another PINN implementation☆19Updated 8 months ago
- ☆33Updated 2 months ago
- Hidden Fluid Mechanics in PyTorch☆14Updated last year
- Implementation of PINNs in TensorFlow 2☆74Updated last year
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆49Updated 3 years ago
- PINNs for 2D Incompressible Navier-Stokes Equation☆42Updated 9 months ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆46Updated 2 years ago
- Physics informed neural network (PINN) for the 1D Heat equation☆15Updated last year
- Physics-informed neural networks for two-phase flow problems☆51Updated 2 years ago