VLSF / SNOLinks
Spectral Neural Operator
☆79Updated last year
Alternatives and similar repositories for SNO
Users that are interested in SNO are comparing it to the libraries listed below
Sorting:
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆75Updated last month
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆43Updated last week
- ☆80Updated 9 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆59Updated 3 weeks ago
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆144Updated 2 months ago
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆45Updated 2 years ago
- [ICLR 2024] Neural Spectral Methods: Self-supervised learning in the spectral domain.☆44Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆46Updated last year
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year
- ☆75Updated last year
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆177Updated last month
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆86Updated 6 months ago
- ☆41Updated 2 years ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆62Updated 2 months ago
- ☆43Updated last year
- ☆26Updated 11 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆66Updated last year
- Applications of PINOs☆126Updated 2 years ago
- ☆32Updated 11 months ago
- ☆59Updated 3 months ago
- Repo to the paper "Message Passing Neural PDE Solvers"☆134Updated 9 months ago
- Multiwavelets-based operator model☆61Updated 3 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆51Updated last year
- ☆38Updated 3 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆57Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆20Updated 3 weeks ago
- ☆56Updated 5 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated last year