Raocp / PINN-laminar-flowLinks
Physics-informed neural network for solving fluid dynamics problems
☆241Updated 4 years ago
Alternatives and similar repositories for PINN-laminar-flow
Users that are interested in PINN-laminar-flow are comparing it to the libraries listed below
Sorting:
- A pytorch implementaion of physics informed neural networks for two dimensional NS equation☆159Updated last year
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆186Updated 2 years ago
- PINN in solving Navier–Stokes equation☆111Updated 5 years ago
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆150Updated 5 years ago
- A place to share problems solved with SciANN☆287Updated last year
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆246Updated 3 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆155Updated 2 weeks ago
- A comprehensive study of non-adaptive and residual-based adaptive sampling for physics-informed neural networks☆87Updated 2 years 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 for elastodynamics problem☆146Updated 3 years ago
- PINN program for computational mechanics☆119Updated last year
- Examples implementing physics-informed neural networks (PINN) in Pytorch☆74Updated 4 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆113Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆209Updated 2 years ago
- DeepXDE and PINN☆127Updated 3 years ago
- Gradient-enhanced physics-informed neural networks for forward and inverse PDE problems☆98Updated 3 years ago
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆52Updated 2 years ago
- A pytorch implementation of several approaches using PINN to slove turbulent flow☆80Updated last year
- TensorFlow 2.0 implementation of Maziar Raissi's Physics Informed Neural Networks (PINNs).☆261Updated last year
- Simple PyTorch Implementation of Physics Informed Neural Network (PINN)☆326Updated last year
- ☆46Updated 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
- ☆362Updated 2 years ago
- Implementation of PINNs in TensorFlow 2☆81Updated 2 years ago
- ☆40Updated 3 years ago
- Physics-Informed Neural Network (PINN) for Solving Coupled PDEs Governing Thermochemical Physics in Bi-Material Systems☆57Updated 4 years ago
- Basic implementation of physics-informed neural network with pytorch.☆77Updated 2 years ago
- A large-scale benchmark for machine learning methods in fluid dynamics☆219Updated 9 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆154Updated last year
- Physics-Informed Neural Network☆88Updated last year