TapasTripura / WNOLinks
Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems
☆47Updated 2 months ago
Alternatives and similar repositories for WNO
Users that are interested in WNO are comparing it to the libraries listed below
Sorting:
- ☆51Updated 3 months ago
- ☆83Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆52Updated last year
- ☆62Updated 2 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆27Updated 10 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆74Updated 6 months ago
- ☆46Updated 7 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs - ICLR 2023☆74Updated last year
- ☆86Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆64Updated last year
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆72Updated 6 months ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆24Updated last year
- ☆63Updated 7 months ago
- [ICLR 2025] Wavelet Diffusion Neural Operator (WDNO) uses diffusion models on wavelet space for generative PDE simulation and control.☆47Updated last month
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆62Updated 4 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆98Updated 10 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆29Updated 10 months ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆65Updated 8 months ago
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆24Updated 4 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆13Updated last year
- ☆13Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆17Updated last year
- This is the implementation of the RecFNO.☆25Updated 2 years ago
- Multiwavelets-based operator model☆67Updated 3 years ago
- ☆33Updated 3 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆69Updated 4 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 8 months ago
- Spectral Neural Operator☆78Updated last year
- Fourier Neural Operator☆12Updated 2 years ago