lu-group / pinn-samplingLinks
A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks
☆92Updated 3 years ago
Alternatives and similar repositories for pinn-sampling
Users that are interested in pinn-sampling are comparing it to the libraries listed below
Sorting:
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆180Updated last year
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆103Updated 3 years ago
- PINN in solving Navier–Stokes equation☆117Updated 5 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆162Updated last year
- DeepXDE and PINN☆139Updated 3 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆56Updated 3 years ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆260Updated 4 years ago
- Basic implementation of physics-informed neural network with pytorch.☆81Updated 3 years ago
- Physics-Informed Neural Network☆92Updated last year
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆59Updated 4 years ago
- This is the code of my master thesis.☆167Updated 7 months ago
- physics-informed neural network for elastodynamics problem☆151Updated 3 years ago
- ☆157Updated 3 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆73Updated 2 years ago
- Pytorch implementation of Bayesian physics-informed neural networks☆67Updated 4 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆87Updated last year
- Physics-informed neural network for solving fluid dynamics problems☆254Updated 4 years ago
- Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations☆19Updated 3 years ago
- ☆67Updated 3 years ago
- Original implementation of fast PINN optimization with RBA weights☆68Updated 2 months ago
- ☆183Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆198Updated 2 years ago
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆80Updated 4 years ago
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆151Updated 5 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆124Updated last month
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆52Updated 4 years ago
- ☆48Updated 3 years ago
- PINN program for computational mechanics☆127Updated last year
- Implementing a physics-informed DeepONet from scratch☆52Updated 2 years ago