This repository contains scripts and experiments for the ITensorCPD project developed by Karl Pierce ITensorCPD repository
The dataset is not included in this repository. To run the experiments you need to download the dataset and place it in the correct folder:
This project uses the Well dataset. It contains a large-scale collection of machine learning datasets containing numerical simulations of a wide variety of spatiotemporal physical systems.
@article{ohana2024well,
title={The well: a large-scale collection of diverse physics simulations for machine learning},
author={Ohana, Ruben and McCabe, Michael and Meyer, Lucas and Morel, Rudy and Agocs, Fruzsina and Beneitez, Miguel and Berger, Marsha and Burkhart, Blakesly and Dalziel, Stuart and Fielding, Drummond and others},
journal={Advances in Neural Information Processing Systems},
volume={37},
pages={44989--45037},
year={2024}
}To install and download the datasets, follow the instructions at:
https://polymathic-ai.org/the_well/