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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)

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    Chapter

    L -Extremal Map**s in AMLE and Teichmüller Theory

    These lecture focus on two vector-valued extremal problems which have a common feature in that the corresponding energy functionals involve L norm of ...

    Luca Capogna in Fully Nonlinear PDEs in Real and Complex Geometry and Optics (2014)