PredictiveIntelligenceLab / UQDeepONetLinks
☆10Updated 2 years ago
Alternatives and similar repositories for UQDeepONet
Users that are interested in UQDeepONet are comparing it to the libraries listed below
Sorting:
- DeepONet extrapolation☆27Updated 2 years ago
- ☆20Updated last year
- ☆38Updated 3 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆19Updated last year
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆31Updated 3 months ago
- ☆33Updated last year
- ☆30Updated 3 months ago
- ☆26Updated 11 months ago
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆35Updated this week
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- ☆41Updated 2 years ago
- ☆11Updated 3 weeks ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- ☆37Updated 11 months ago
- Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations☆27Updated 2 years ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆11Updated last year
- ☆20Updated 2 weeks ago
- ☆12Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆30Updated 8 months ago
- Learning two-phase microstructure evolution using neural operators and autoencoder architectures☆23Updated last year
- ☆29Updated 2 years ago
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆25Updated last year
- Deep finite volume method☆22Updated last year
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆16Updated 11 months ago
- The MegaFlow2D dataset package☆22Updated last year
- Competitive Physics Informed Networks☆30Updated 9 months ago
- ☆12Updated 2 years ago