L-I-M-I-T / LatentNeuralOperator
☆26Updated last month
Alternatives and similar repositories for LatentNeuralOperator:
Users that are interested in LatentNeuralOperator are comparing it to the libraries listed below
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆49Updated 8 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆68Updated 10 months ago
- [ICLR24] A boundary-embedded neural operator that incorporates complex boundary shape and inhomogeneous boundary values☆25Updated 2 months ago
- ☆68Updated last year
- Official implementation of Scalable Transformer for PDE surrogate modelling☆36Updated 10 months ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆41Updated 8 months ago
- ☆67Updated 5 months ago
- ICON for in-context operator learning☆45Updated 2 months ago
- Domain Agnostic Fourier Neural Operators (DAFNO)☆13Updated 5 months ago
- ☆15Updated 9 months ago
- Time- and space-continuous neural PDE forecaster based on INRs and ODEs☆56Updated last year
- [ICLR24] CinDM uses compositional generative models to design boundaries and initial states significantly more complex than the ones seen…☆29Updated 9 months ago
- ☆25Updated this week
- Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML☆42Updated last year
- PyTorch implemention of the Position-induced Transformer for operator learning in partial differential equations☆15Updated 3 months ago
- [NeurIPS 23] Official Code for "Learning Efficient Surrogate Dynamic Models with Graph Spline Networks"☆15Updated 7 months ago
- ☆37Updated last year
- ☆10Updated 5 months ago
- [ICLR23] First deep learning-based surrogate model that jointly learns the evolution model and optimizes computational cost via remeshing☆38Updated last year
- Official repo for separable operator networks -- extreme-scale operator learning for parametric PDEs.☆22Updated 3 months ago
- [ICML 2023] Non-Uniform Neural Operator (NUNO)☆21Updated last year
- ☆47Updated 2 years ago
- This repository contains the code for the paper: Deciphering and integrating invariants for neural operator learning with various physica…☆11Updated 11 months ago
- Spectral Neural Operator☆75Updated last year
- Wavelet Neural Operator for solving parametric partialdifferential equations in computational mechanics problems☆20Updated last month
- ☆18Updated 3 weeks ago
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆16Updated 2 months ago
- Source code for Separable PINN☆64Updated last year
- ☆27Updated 6 months ago
- ☆30Updated last year