The Double Pendulum Chaotic Dataset consists of videos of the chaotic motion of a double pendulum filmed with a high speed camera, as well as the positions of the datums of the pendulum, generated by using pattern matching on the markers.

The dataset is released under the CDLA Sharing Version 1.0 license.

Download

The dataset is available on IBM’s Data Asset eXchange (DAX).

It contains:

• Original videos (uncut)
  • CSV files with the positions
  • h264 compressed video

• Dataset with train / test (4 frames input, 200 frames prediction), generated from the original videos.
  • CSV files with the positions
  • h264 compressed video

Citation

@InProceedings{asseman2018learning,
title={Learning beyond simulated physics},
author={Asseman, Alexis and Kornuta, Tomasz and Ozcan, Ahmet},
year={2018}
maintitle={Neural Information Processing Systems},
booktitle={Modeling and Decision-making in the Spatiotemporal Domain Workshop},
url={https://openreview.net/pdf?id=HylajWsRF7},
}