7tl7qns7ch / IPOT
Inducing Point Operator Transformer: A Flexible and Scalable Architecture for Solving PDEs (AAAI 2024)
☆11Updated 8 months ago
Alternatives and similar repositories for IPOT:
Users that are interested in IPOT are comparing it to the libraries listed below
- Code for reproducing the experiments in the paper "On Conditional Diffusion Models for PDE Simulations".☆19Updated 5 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 7 months ago
- Code for orthogonal neural operator☆15Updated last year
- ☆32Updated 2 weeks ago
- ☆16Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆26Updated 5 months ago
- ☆70Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆26Updated 4 months ago
- Here you find the Spectral Operator Learning Under construcTION☆19Updated 11 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆17Updated 5 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated last year
- Learning with Higher Expressive Power than Neural Networks (On Learning PDEs)☆15Updated 4 years ago
- Differential equation neural operator☆20Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆41Updated last year
- ☆28Updated last month
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆20Updated 4 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated 10 months ago
- ☆55Updated 3 weeks ago
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆26Updated 3 months ago
- ☆31Updated last year
- ☆19Updated 10 months ago
- ☆49Updated 3 months ago
- Fourier Neural Operator☆12Updated last year
- ☆29Updated 2 months ago
- ☆29Updated 8 months ago
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆25Updated last year
- ☆13Updated 7 months ago
- ☆41Updated last year
- ☆15Updated 3 weeks ago