gegewen / nested-fno
☆35Updated 9 months ago
Alternatives and similar repositories for nested-fno:
Users that are interested in nested-fno are comparing it to the libraries listed below
- U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow☆128Updated 7 months ago
- CCSNet: a deep learning modeling suite for CO2 storage☆22Updated 7 months ago
- Fourier-enhanced multiple-input neural operators☆13Updated 7 months ago
- DeepONet extrapolation☆27Updated last year
- Repository for sharing code and data assocaited with En-DeepONet architecture☆33Updated last year
- ☆31Updated last year
- Physics informed neural network for learning seepage flow models☆17Updated last year
- Physics Informed Fourier Neural Operator☆20Updated 4 months ago
- PDE Preserved Neural Network☆46Updated 9 months ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- ☆53Updated 2 years ago
- MIONet: Learning multiple-input operators via tensor product☆33Updated 2 years ago
- ☆18Updated last year
- Multifidelity DeepONet☆31Updated last year
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 10 months ago
- Code to run 3D simulations of the elastic wave equation and predict outputs with 3D neural operators☆27Updated 7 months ago
- Sparse Physics-based and Interpretable Neural Networks☆48Updated 3 years ago
- Deep finite volume method☆21Updated 9 months ago
- Fourier-DeepONet for FWI☆18Updated last year
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems☆51Updated 3 years ago
- Physics-encoded recurrent convolutional neural network☆46Updated 3 years ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago
- XPINN code written in TensorFlow 2☆27Updated 2 years ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆36Updated last week
- Applications of PINOs☆122Updated 2 years ago
- ☆49Updated 2 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆58Updated 8 months ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆30Updated 4 months ago