Simultaneous discovery of coordinates and parsimonious dynamics

Kathleen Champion
University of Washington
Applied Mathematics

A method for using autoencoders to discover reduced coordinates and associated parsimonious nonlinear dynamical systems models from high-dimensional data.


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