This video by Kathleen Champion describes a new approach for simultaneously discovering models and an effective coordinate system using a custom SINDy autoencoder. Paper at PNAS: Kathleen Champion, Bethany Lusch, J. Nathan Kutz, Steven L. Brunton
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