optray / PIANOLinks
This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physical mechanisms, National Science Review, 2024
☆11Updated last year
Alternatives and similar repositories for PIANO
Users that are interested in PIANO are comparing it to the libraries listed below
Sorting:
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆19Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 3 weeks ago
- ☆75Updated last year
- ☆43Updated last year
- ☆40Updated 4 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆51Updated last year
- DeepONet extrapolation☆27Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- ☆38Updated 3 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆28Updated 6 months ago
- ☆32Updated 11 months ago
- ☆56Updated 5 months ago
- ☆13Updated 10 months ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆45Updated 4 months ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆36Updated 5 months ago
- Code for orthogonal neural operator☆15Updated last year
- AeroGTO: An Efficient Graph-Transformer Operator for Learning Large-Scale Aerodynamics of 3D Vehicle Geometries☆13Updated 3 weeks ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year
- ☆12Updated last year
- MIONet: Learning multiple-input operators via tensor product☆34Updated 2 years ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆26Updated 2 months ago
- ☆29Updated 2 years ago
- ☆33Updated last year
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆46Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆31Updated 3 months ago
- Differential equation neural operator☆22Updated last year
- ☆30Updated 3 months ago
- ☆17Updated last year
- ☆59Updated 3 months ago