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    Chapter and Conference Paper

    Robust Neural Network Approach to System Identification in the High-Noise Regime

    We present a new algorithm for learning unknown governing equations from trajectory data, using a family of neural networks. Given samples of solutions x(t) to an unknown dynamical system

    Elisa Negrini, Giovanna Citti, Luca Capogna in Learning and Intelligent Optimization (2023)