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. 2022 Jun 20;380(2229):20210200. doi: 10.1098/rsta.2021.0200

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© 2022 The Authors.

Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.

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Figure 7. — Outputs of different network architectures (column) on each training sequence (row). We use different visualization schemes to show the results: for the KS equation and the music excerpt, we plot the time series evolution, that is, the horizontal axes represent time; for the cylinder flow and the video frame, since each state is a two-dimensional array, we choose to visualize the last frame of our reconstruction, however, we also visualize the time evolution of some states averaged over a small patch of pixel values. For a video that shows the performance, visit: https://youtu.be/2psX5efLhCE. (Online version in colour.)