skoohy / GPT-PINN
Generative Pre-Trained Physics-Informed Neural Networks Implementation
☆84Updated 6 months ago
Alternatives and similar repositories for GPT-PINN:
Users that are interested in GPT-PINN are comparing it to the libraries listed below
- Implementation of fast PINN optimization with RBA weights☆45Updated 3 months ago
- Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]☆198Updated 3 years ago
- ☆127Updated 2 years ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆136Updated 8 months ago
- ☆187Updated 3 years ago
- ☆101Updated 2 months ago
- ☆155Updated 11 months ago
- Extended Physics-Informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition Based Deep Learning Framework for Nonli…☆166Updated last year
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆67Updated last year
- Physics informed neural network (PINN) for cavity flow governed by Navier-Stokes equation.☆129Updated 4 years ago
- gPINN: Gradient-enhanced physics-informed neural networks☆82Updated 2 years ago
- ☆88Updated 3 years ago
- Physics Informed Neural Network (PINN) for the wave equation.☆139Updated 4 years ago
- Implementation of PINNs in TensorFlow 2☆73Updated last year
- hPINN: Physics-informed neural networks with hard constraints☆120Updated 3 years ago
- Non-adaptive and residual-based adaptive sampling for PINNs☆64Updated 2 years ago
- DeepONet & FNO (with practical extensions)☆253Updated last year
- Basic implementation of physics-informed neural network with pytorch.