yuan-yin / CoDALinks
Generalizing to New Physical Systems via Context-Informed Dynamics Model
☆24Updated last year
Alternatives and similar repositories for CoDA
Users that are interested in CoDA are comparing it to the libraries listed below
Sorting:
- Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure☆25Updated 2 years ago
- Learning Dynamical Systems that Generalize Across Environments☆20Updated 3 years ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆65Updated last year
- ☆21Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Updated 10 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆52Updated 2 years ago
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆24Updated last week
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- ☆13Updated 9 months ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated 11 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆26Updated 2 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆14Updated 10 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆44Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 9 months ago
- Multiwavelets-based operator model☆61Updated 3 years ago
- ☆13Updated last year
- About code release of "HelmFluid: Learning Helmholtz Dynamics for Interpretable Fluid Prediction", ICML 2024. https://arxiv.org/pdf/2310.…☆18Updated 10 months ago
- ☆33Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆55Updated 11 months ago
- [AAAI24] LE-PDE-UQ endows deep learning-based surrogate models with robust and efficient uncertainty quantification capabilities for both…☆16Updated last year
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 3 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 11 months ago
- ICON for in-context operator learning☆53Updated 3 months ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆30Updated 2 months ago
- The public repository about our joint FINN research project☆36Updated 2 years ago
- ☆50Updated 2 years ago
- Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting☆46Updated last year
- ☆28Updated last year
- [ICLR2024] Stable Neural Stochastic Differential Equations in Analyzing Irregular Time Series Data☆39Updated 4 months ago
- ☆21Updated 2 years ago