TapasTripura / WNOLinks
Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems
☆49Updated 4 months ago
Alternatives and similar repositories for WNO
Users that are interested in WNO are comparing it to the libraries listed below
Sorting:
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆79Updated 8 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- ☆86Updated 2 years ago
- ☆54Updated 5 months ago
- ☆48Updated 9 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆67Updated last year
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆75Updated 8 months ago
- This is the implementation of the RecFNO.☆25Updated 2 years ago
- ☆89Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- ☆66Updated 4 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆53Updated 3 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated last year
- ☆64Updated 9 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆101Updated last year
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated last month
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆75Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆28Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆19Updated last year
- ☆13Updated last year
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Updated last year
- ☆38Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆25Updated 6 months ago
- Multiwavelets-based operator model☆69Updated 3 years ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆77Updated 10 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 10 months ago
- ☆37Updated 5 months ago
- Fourier Neural Operator☆12Updated 2 years ago
- Spectral Neural Operator☆78Updated 2 years ago