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
☆13Updated last year
Alternatives and similar repositories for PIANO
Users that are interested in PIANO are comparing it to the libraries listed below
Sorting:
- ☆86Updated 2 years ago
- ☆68Updated 5 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- ☆90Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 8 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆54Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆66Updated last year
- ☆24Updated last year
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆81Updated 11 months ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆72Updated 2 months ago
- ☆58Updated 2 years ago
- ☆53Updated 6 months ago
- ☆41Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- Fourier Neural Operator☆13Updated 2 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆79Updated 10 months ago
- ☆66Updated 10 months ago
- PDE Preserved Neural Network☆59Updated 8 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆30Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆51Updated 5 months ago
- ☆13Updated last year
- ☆61Updated last week
- This is the implementation of the RecFNO.☆25Updated 2 years ago
- ☆72Updated 3 months ago
- Official implementation of "PhyGNNet: Solving spatiotemporal PDEs with Physics-informed Graph Neural Network"☆54Updated 2 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆76Updated 9 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆29Updated last year
- ☆26Updated 3 years ago
- MIONet: Learning multiple-input operators via tensor product☆44Updated 3 years ago