jayroxis / qres
Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)
☆15Updated 4 years ago
Alternatives and similar repositories for qres:
Users that are interested in qres are comparing it to the libraries listed below
- The public repository about our joint FINN research project☆36Updated 2 years ago
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- ☆31Updated last year
- DeepONet extrapolation☆27Updated last year
- ☆41Updated 2 years ago
- Coupled-Automatic-Numerical differentiation scheme for physics-informed neural network (can-PINN)☆28Updated last year
- ☆28Updated last month
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆17Updated 5 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago
- Semi-supervised Invertible Neural Operators for Bayesian Inverse Problems☆13Updated 10 months ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆25Updated 3 years ago
- ☆28Updated 2 years ago
- SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations☆20Updated 2 years ago
- ☆16Updated 8 months ago
- ☆13Updated 5 years ago
- ☆11Updated 2 years ago
- Physics Informed Fourier Neural Operator☆20Updated 4 months 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
- ☆53Updated 2 years ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆30Updated 4 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆41Updated last year
- ☆26Updated 9 months ago
- ☆12Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 7 months ago
- Neural Galerkin☆15Updated last year
- ☆29Updated 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
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆16Updated last year
- Differential equation neural operator☆20Updated last year