neuraloperator / markov_neural_operator
☆33Updated 11 months ago
Alternatives and similar repositories for markov_neural_operator:
Users that are interested in markov_neural_operator are comparing it to the libraries listed below
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆44Updated last year
- ☆50Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 10 months ago
- Neural Stochastic PDEs: resolution-invariant modelling of continuous spatiotemporal dynamics☆52Updated 2 years ago
- ☆32Updated last year
- ☆71Updated last year
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆63Updated last year
- ☆42Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated 10 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆42Updated last year
- ☆16Updated 8 months ago
- ICON for in-context operator learning☆51Updated 2 months ago
- ☆32Updated last month
- ☆31Updated 9 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 11 months ago
- Spectral Neural Operator☆78Updated last year
- ☆41Updated 2 years ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆17Updated 6 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆39Updated 2 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆23Updated last month
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆71Updated 3 weeks ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆60Updated last week
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆32Updated 10 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆11Updated 10 months ago
- Multiwavelets-based operator model☆59Updated 3 years ago
- Repo to the paper "Lie Point Symmetry Data Augmentation for Neural PDE Solvers"☆49Updated last year
- ☆75Updated 8 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 10 months ago
- ☆13Updated 8 months ago
- ☆21Updated 11 months ago