liu-ziyuan-math / SPFNOLinks
☆12Updated last year
Alternatives and similar repositories for SPFNO
Users that are interested in SPFNO are comparing it to the libraries listed below
Sorting:
- ☆28Updated last year
- ☆44Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆62Updated 3 months ago
- ☆54Updated 2 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆27Updated 2 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆20Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆22Updated last year
- ☆46Updated 6 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆21Updated 4 months ago
- Spectral Neural Operator☆78Updated last year
- ☆29Updated 3 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- MIONet: Learning multiple-input operators via tensor product☆38Updated 2 years ago
- ☆32Updated last year
- ☆85Updated last year
- ☆37Updated 2 years ago
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- PDE Preserved Neural Network☆56Updated 4 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆17Updated last year
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 7 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆69Updated 5 months ago
- [Neurips 2024] A benchmark suite for autoregressive neural emulation of PDEs. (≥46 PDEs in 1D, 2D, 3D; Differentiable Physics; Unrolled T…☆82Updated 4 months ago
- Multifidelity deep neural operators for efficient learning of partial differential equations with application to fast inverse design of n…☆35Updated 2 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆57Updated 8 months ago
- XPINN code written in TensorFlow 2☆28Updated 2 years ago
- ☆52Updated 2 years ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆191Updated 5 months ago
- ☆12Updated last year
- ☆14Updated 3 years ago
- Here you find the Spectral Operator Learning Under construcTION☆20Updated last year