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cs.LG2025
Characterizing Nonlinear Dynamics via Smooth Prototype Equivalences
Roy Friedman, Noa Moriel, Matthew Ricci +3
Characterizing the long term behavior of dynamical systems given limited measurements is a common challenge throughout the physical and biological sciences. This is a challenging t…
cs.LG2023
Let's do the time-warp-attend: Learning topological invariants of dynamical systems
Noa Moriel, Matthew Ricci, Mor Nitzan
Dynamical systems across the sciences, from electrical circuits to ecological networks, undergo qualitative and often catastrophic changes in behavior, called bifurcations, when th…