lu-group / fourier-mionet-gcs
Fourier-enhanced multiple-input neural operators
☆13Updated 8 months ago
Alternatives and similar repositories for fourier-mionet-gcs
Users that are interested in fourier-mionet-gcs are comparing it to the libraries listed below
Sorting:
- ☆37Updated 10 months ago
- Repository for sharing code and data assocaited with En-DeepONet architecture☆33Updated last year
- Deep finite volume method☆21Updated 10 months ago
- DeepONet extrapolation☆27Updated last year
- Fourier-DeepONet for FWI☆21Updated last year
- ☆20Updated last year
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- MIONet: Learning multiple-input operators via tensor product☆34Updated 2 years ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- 2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch☆26Updated 2 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- Application of a Physics Informed Neural Network to a two phase flow in porous media problem☆25Updated 5 years ago
- Physics Informed Fourier Neural Operator☆21Updated 5 months ago
- ☆13Updated 4 years ago
- An implementation of Physics-Informed Neural Networks (PINNs) to solve various forward and inverse problems for the 1 dimensional wave eq…☆30Updated 2 years ago
- POD-PINN code and manuscript☆51Updated 6 months ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- Gradient-based adaptive sampling algorithms for self-supervising PINNs☆25Updated 2 years ago
- Physics-encoded recurrent convolutional neural network☆46Updated 3 years ago
- ☆49Updated 5 months ago
- Multifidelity DeepONet☆32Updated last year
- TensorFlow 2.0 implementation of Yibo Yang, Paris Perdikaris’s adversarial Uncertainty Quantification in Physics Informed Neural Networks…☆20Updated 2 years ago
- ☆28Updated 2 years ago
- PINN for solving wave equation☆20Updated 2 years ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆28Updated 8 months ago
- Tensoflow 2 implementation of physics informed deep learning.☆27Updated 4 years ago
- Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021☆11Updated 3 years ago
- ☆53Updated 2 years ago