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Information bottleneck for learning the phase space of dynamics from high-dimensional experimental data

K. Michael Martini, Eslam Abdelaleem, Paarth Gulati, Ilya Nemenman
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arXiv:2604.24662v2 Announce Type: replace-cross Abstract: Identifying the dynamical state variables of a system from high-dimensional observations is a central problem across physical sciences. The challenge is that the state variables are not directly observable and must be inferred from raw high-dimensional data without supervision. Here we...

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