jayroxis / qresLinks
Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)
☆16Updated 4 years ago
Alternatives and similar repositories for qres
Users that are interested in qres are comparing it to the libraries listed below
Sorting:
- The public repository about our joint FINN research project☆36Updated 2 years ago
- DeepONet extrapolation☆27Updated 2 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆26Updated 3 years ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- ☆10Updated 2 years ago
- ☆41Updated 2 years ago
- Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks. Please cite this work as "A D Jagtap, K Kawa…☆40Updated 2 years ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆19Updated last year
- ☆33Updated last year
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆36Updated 3 years ago
- ☆29Updated 2 years ago
- ☆53Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- ☆12Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆31Updated 3 months ago
- ☆38Updated 3 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆26Updated 2 months ago
- ☆20Updated 2 weeks ago
- ☆30Updated 3 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆51Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆11Updated last year
- Differential equation neural operator☆22Updated last year
- Physics-informed deep super-resolution of spatiotemporal data☆45Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- ☆59Updated 3 months ago
- Competitive Physics Informed Networks☆30Updated 9 months ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- ☆26Updated 11 months ago
- ☆52Updated 3 years ago