peterparity / symderLinks
SymDer: Symbolic Derivative Approach to Discovering Sparse Interpretable Dynamics from Partial Observations
☆21Updated 3 years ago
Alternatives and similar repositories for symder
Users that are interested in symder are comparing it to the libraries listed below
Sorting:
- ☆21Updated 2 years ago
- The public repository about our joint FINN research project☆38Updated 2 years ago
- Multiwavelets-based operator model☆64Updated 3 years ago
- ☆11Updated 6 months ago
- Spectral Neural Operator☆78Updated last year
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆27Updated 3 months ago
- PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning☆35Updated 3 years ago
- ☆22Updated 3 months ago
- ☆42Updated 2 years ago
- A python implementation of Physics-informed Spline Learning for nonlinear dynamics discovery.☆27Updated 3 years ago
- ☆36Updated 2 weeks ago
- ☆48Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆46Updated 2 years ago
- ☆35Updated 4 years ago
- Code for Mesh Transformer describes in the EAGLE dataset☆41Updated 6 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆28Updated 5 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆53Updated 2 years ago
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆25Updated last year
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆47Updated last year
- ☆36Updated 2 years ago
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆16Updated 4 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆34Updated last year
- ☆52Updated 3 years ago
- Code for the paper "Rational neural networks", NeurIPS 2020☆27Updated 4 years ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆16Updated last year
- Neural Galerkin☆16Updated last year
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated 2 years ago
- A library for dimensionality reduction on spatial-temporal PDE☆66Updated last year
- ☆46Updated 6 months ago