gegewen / ufno
U-FNO - an enhanced Fourier neural operator-based deep-learning model for multiphase flow
☆133Updated 8 months ago
Alternatives and similar repositories for ufno:
Users that are interested in ufno are comparing it to the libraries listed below
- ☆36Updated 10 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆61Updated 2 weeks ago
- Physics-encoded recurrent convolutional neural network☆46Updated 3 years ago
- Geometry-Aware Fourier Neural Operator (Geo-FNO)☆252Updated 2 years ago
- physics-informed neural network for elastodynamics problem☆136Updated 3 years ago
- ☆52Updated 3 months ago
- ☆39Updated 2 years ago
- Physics Informed Fourier Neural Operator☆21Updated 5 months ago
- ☆49Updated 5 months ago
- ☆128Updated 6 months ago
- PDE Preserved Neural Network☆48Updated 10 months ago
- ☆107Updated 3 months ago
- Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs☆148Updated 11 months ago
- Applications of PINOs☆123Updated 2 years ago
- Physics-informed deep super-resolution of spatiotemporal data☆43Updated last year
- ☆53Updated 2 years ago
- ☆26Updated 11 months ago
- ☆137Updated 2 years ago
- ☆16Updated last year
- Physics Informed Neural Network (PINN) for the wave equation.☆165Updated 4 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆85Updated 4 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆170Updated this week
- Non-adaptive and residual-based adaptive sampling for PINNs☆74Updated 2 years ago
- ☆32Updated last year
- gPINN: Gradient-enhanced physics-informed neural networks☆89Updated 3 years ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆79Updated 2 years ago
- DeepONet & FNO (with practical extensions)☆291Updated last year
- Original implementation of fast PINN optimization with RBA weights☆52Updated 3 weeks ago
- ☆59Updated last month
- PINN (Physics-Informed Neural Networks) on Navier-Stokes Equations☆96Updated 2 years ago