OrchardLANL / Senseiver
The Senseiver: attention-based global field reconstruction from sparse observations
☆22Updated 4 months ago
Alternatives and similar repositories for Senseiver:
Users that are interested in Senseiver are comparing it to the libraries listed below
- A library for dimensionality reduction on spatial-temporal PDE☆64Updated 11 months ago
- ☆31Updated last year
- Codomain attention neural operator for single to multi-physics PDE adaptation.☆50Updated last week
- ☆74Updated 7 months ago
- ☆25Updated 2 weeks ago
- Source code of "Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems."☆58Updated 8 months ago
- ☆47Updated last year
- ☆35Updated 8 months ago
- Datasets and code for results presented in the ProbConserv paper☆53Updated 9 months ago
- Code for the paper Universal Physics Transformers☆99Updated last month
- ☆53Updated 2 years ago
- Generative Learning for Forecasting the Dynamics of High Dimensional Complex Systems☆24Updated 2 weeks ago
- ☆25Updated 8 months ago
- This repository contains code, which was used to generate large-scale results in the HINTS paper.☆27Updated 5 months ago
- DeepONet extrapolation☆26Updated last year
- ☆31Updated 9 months ago
- Code for the paper "Poseidon: Efficient Foundation Models for PDEs"☆138Updated 3 months ago
- ☆10Updated 9 months ago
- Multifidelity DeepONet☆30Updated last year
- A curated list of awesome Physics Informed Neural Network, projects and communities.☆23Updated 2 years ago
- ☆170Updated last year
- Mechanical-MNIST is a benchmark dataset for mechanical meta-models -- this repository contains code to generate metamodels for Mechanica…☆30Updated 5 years ago
- [ICLR 2024] Scaling physics-informed hard constraints with mixture-of-experts.☆31Updated 9 months ago
- An unofficial implementation of the Fourier Neural Operator in Flax☆17Updated 10 months ago
- ☆54Updated 5 months ago
- Benchmarking Autoregressive Conditional Diffusion Models for Turbulent Flow Simulation☆83Updated 3 months ago
- Competitive Physics Informed Networks☆27Updated 6 months ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆84Updated 4 years ago
- Neural Operator-Assisted Computational Fluid Dynamics in PyTorch☆28Updated 4 months ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆96Updated 7 months ago