OrchardLANL / SenseiverLinks
The Senseiver: attention-based global field reconstruction from sparse observations
☆29Updated last year
Alternatives and similar repositories for Senseiver
Users that are interested in Senseiver are comparing it to the libraries listed below
Sorting:
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆40Updated 10 months ago
- A library for dimensionality reduction on spatial-temporal PDE☆71Updated last month
- ☆49Updated 10 months ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆77Updated 9 months ago
- Code for Mesh Transformer describes in the EAGLE dataset☆42Updated 11 months ago
- ☆54Updated 3 years ago
- In this repository, you will find the different python scripts to train the available models on the AirfRANS dataset proposed at the Neur…☆57Updated last year
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆102Updated last year
- Benchmarking of diffusion models for global field reconstruction from sparse observations☆29Updated last year
- ☆40Updated 2 years ago
- Official implementation of Scalable Transformer for PDE surrogate modelling☆53Updated last year
- Simple demo on implementing data driven and physics informed Deep O Nets in pytorch☆19Updated last year
- GCA-ROM is a library which implements graph convolutional autoencoder architecture as a nonlinear model order reduction strategy.☆37Updated 2 months ago
- This repository is the official implementation of the paper Convolutional Neural Operators for robust and accurate learning of PDEs☆204Updated 2 months ago
- ☆41Updated 2 years ago
- ☆36Updated 6 months ago
- PDE Preserved Neural Network☆59Updated 8 months ago
- About Code Release for "Solving High-Dimensional PDEs with Latent Spectral Models" (ICML 2023), https://arxiv.org/abs/2301.12664☆79Updated 9 months ago
- PROSE: Predicting Multiple Operators and Symbolic Expressions☆32Updated 2 months ago
- ☆87Updated 2 years ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆169Updated 9 months ago
- An extension of Fourier Neural Operator to finite-dimensional input and/or output spaces.☆19Updated 3 months ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- [ICLR 2025] Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆69Updated 2 months ago
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆75Updated 7 months ago
- Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.☆76Updated 2 years ago
- Code for "DPOT: Auto-Regressive Denoising Operator Transformer for Large-Scale PDE Pre-Training"☆54Updated last year
- ☆41Updated 4 months ago
- Differential equation neural operator☆22Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago