skoohy / GPT-PINN
Generative Pre-Trained Physics-Informed Neural Networks Implementation
☆74Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for GPT-PINN
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆183Updated 3 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆125Updated 6 months ago
- ☆118Updated 2 years ago
- hPINN: Physics-informed neural networks with hard constraints☆116Updated 3 years ago
- DeepONet & FNO (with practical extensions)☆226Updated last year
- Implementation of fast PINN optimization with RBA weights☆42Updated last month
- ☆85Updated last month
- Implementation of PINNs in TensorFlow 2☆71Updated last year
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆125Updated 4 years ago
- ☆52Updated 2 years ago
- gPINN: Gradient-enhanced physics-informed neural networks☆78Updated 2 years ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆61Updated last year
- when using, please cite "Bayesian Physics-Informed Neural Networks for real-world nonlinear dynamical systems", CMAME, https://doi.org/1…☆56Updated 2 years ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆154Updated last year
- Non-adaptive and residual-based adaptive sampling for PINNs☆59Updated 2 years ago
- Physics-informed learning of governing equations from scarce data☆116Updated last year
- ☆85Updated 3 years ago
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆76Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆119Updated 2 years ago
- Applications of PINOs☆109Updated 2 years ago
- Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube proble…☆152Updated last year
- Here I will try to implement the solution of PDEs using PINN on pytorch for educational purpose☆37Updated 2 years ago
- ☆147Updated 9 months ago
- ☆175Updated 3 years ago
- A Physics-Informed Neural Network to solve 2D steady-state heat equations.☆115Updated this week
- Physics Informed Neural Network (PINN) for the wave equation.☆131Updated 4 years ago
- Multifidelity DeepONet☆27Updated last year
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆47Updated 2 years ago
- Basic implementation of physics-informed neural network with pytorch.☆44Updated 2 years ago
- We propose a conservative physics-informed neural network (cPINN) on decompose domains for nonlinear conservation laws. The conservation …☆58Updated last year