taniyakapoor / PINNs_beam
Complex beam PDEs are solved using physics informed neural networks
☆11Updated 9 months ago
Alternatives and similar repositories for PINNs_beam:
Users that are interested in PINNs_beam are comparing it to the libraries listed below
- PINN program for computational mechanics☆101Updated 11 months ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆54Updated 9 months ago
- PINN in solving Navier–Stokes equation☆88Updated 4 years ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆35Updated 6 months ago
- This repository includes the implementation of the Physics Informed Neural Network and The Deep Energy Method on 1D, 2D boundary value an…☆15Updated 2 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆62Updated 3 years ago
- Physics Informed Neural Network (PINN) for the 2D Navier-Stokes equation☆20Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆63Updated 11 months ago
- ☆43Updated 3 months ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆49Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆51Updated 4 years ago
- Contains implementation of PINN using Tensorflow 2.4.0☆14Updated last year
- ☆17Updated 4 months ago
- Physics-informed neural networks for two-phase flow problems☆51Updated 2 years ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆54Updated 3 years ago
- Physics-informed radial basis network☆29Updated 9 months ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆45Updated 2 years ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆66Updated 2 years ago
- ☆18Updated last year
- Physics-guided neural network framework for elastic plates☆36Updated 2 years ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆41Updated last year
- This is the code of my master thesis.☆113Updated last month
- Implement PINN with high level APIs of TF2.0, including a solution of coupled PDEs with PINN☆26Updated last year
- ☆104Updated last month
- physics-informed neural network for elastodynamics problem☆132Updated 3 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆145Updated 9 months ago
- An unsupervised latent/output physics-informed convolutional-LSTM network for solving partial differential equations using peridynamic di…☆27Updated 2 years ago
- ☆35Updated 2 years ago
- Original implementation of fast PINN optimization with RBA weights☆48Updated 4 months ago