DiffEqML / kairos
Model hub for all your DiffeqML needs. Pretrained weights, modules, and basic inference infrastructure
☆25Updated 2 years ago
Alternatives and similar repositories for kairos:
Users that are interested in kairos are comparing it to the libraries listed below
- Generalizing to New Physical Systems via Context-Informed Dynamics Model☆24Updated last year
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆63Updated last year
- ☆32Updated 2 years ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆44Updated last year
- Refining continuous-in-depth neural networks☆39Updated 3 years ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆52Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆23Updated last month
- AL4PDE: A Benchmark for Active Learning for Neural PDE Solvers☆22Updated 2 months ago
- Official PyTorch implementation of the Vectorized Conditional Neural Field.☆13Updated 9 months ago
- This repository contains code for the paper "MAgNet: Mesh-Agnostic Neural PDE Solver" https://arxiv.org/abs/2210.05495☆37Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 8 months ago
- ☆13Updated last year
- Multiwavelets-based operator model☆59Updated 3 years ago
- Learning Dynamical Systems that Generalize Across Environments☆20Updated 3 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated 10 months ago
- ☆33Updated 11 months ago
- ICON for in-context operator learning☆51Updated 2 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated 10 months ago
- ☆16Updated 9 months ago
- Code for Lie Symmetries SSL paper☆20Updated last year
- ☆50Updated 2 years ago
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆20Updated 5 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆42Updated last year
- ☆14Updated last year
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆16Updated 9 months ago
- A tool for generating PDEs ground truth datasets from ARCSim, FEniCS and SU2☆37Updated 3 years ago
- code for "Neural Conservation Laws A Divergence-Free Perspective".☆37Updated 2 years ago
- ☆54Updated this week
- ☆21Updated 11 months ago