TapasTripura / Wavelet-Neural-Operator-for-pdes
Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems
☆26Updated 3 months ago
Alternatives and similar repositories for Wavelet-Neural-Operator-for-pdes:
Users that are interested in Wavelet-Neural-Operator-for-pdes are comparing it to the libraries listed below
- ☆50Updated 3 months ago
- ☆71Updated last year
- ☆13Updated 8 months ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated last year
- ☆29Updated 2 months ago
- ☆73Updated 7 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 10 months ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆41Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆17Updated 5 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated 10 months ago
- ☆55Updated last month
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆69Updated 2 weeks ago
- Code for "Beyond Regular Grids: Fourier-Based Neural Operators on Arbitrary Domains"☆18Updated 11 months ago
- This is the implementation of the RecFNO.☆20Updated 2 years ago
- Code repo for CoNFiLD: Conditional Neural Field Latent Diffusion Model Generating Spatiotemporal Turbulence☆37Updated 2 months ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆30Updated 4 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆60Updated last year
- Physics Informed Fourier Neural Operator☆20Updated 5 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆58Updated 8 months ago
- Differential equation neural operator☆20Updated last year
- ☆32Updated last year
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆26Updated 4 months ago
- ☆29Updated last month
- ☆41Updated last year
- Fourier Neural Operator☆12Updated last year
- Domain Agnostic Fourier Neural Operators (DAFNO)☆14Updated 7 months ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆20Updated 4 months ago
- ☆16Updated last year
- Code for orthogonal neural operator☆15Updated last year
- Physics-informed deep super-resolution of spatiotemporal data☆43Updated last year