junfeng-chen / position_induced_transformerLinks
PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations
☆25Updated 6 months ago
Alternatives and similar repositories for position_induced_transformer
Users that are interested in position_induced_transformer are comparing it to the libraries listed below
Sorting:
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- ☆38Updated last year
- ☆45Updated 3 years ago
- ☆47Updated 9 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated last year
- ☆89Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated last month
- ☆86Updated 2 years ago
- ☆13Updated 2 years ago
- ☆54Updated 3 years ago
- ☆57Updated 2 years ago
- [NeurIPS 2025] Geometry Aware Operator Transformer As An Efficient And Accurate Neural Surrogate For PDEs On Arbitrary Domains☆67Updated 2 months ago
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- Spectral Neural Operator☆78Updated 2 years ago
- ☆18Updated last year
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆26Updated 2 years ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 2 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 8 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Code of ICML paper arxiv.org/abs/2302.08105☆14Updated 2 years ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆28Updated last year
- ☆29Updated last year
- Fourier Neural Operator☆12Updated 2 years ago
- MIONet: Learning multiple-input operators via tensor product☆40Updated 3 years ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆100Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆66Updated last year
- [ICML 2025] M2PDE: Compositional Generative Multiphysics and Multi-component PDE Simulation.☆22Updated 7 months ago
- ☆64Updated 9 months ago