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ENTITY Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

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  1. RESEARCH · CL_111545 ·

    New theory bounds ODE identification from solution data

    Researchers have developed a new theoretical framework for identifying governing equations from solution data, addressing a fundamental challenge in scientific machine learning. The approach introduces the Hausdorff dis…