A Neural Network Ensemble Approach to System Identification. - Elisa Negrini; Giovanna Citti; Luca Capogna (CoRR, 2021)

System identification through Lipschitz regularized deep neural networks. - Elisa Negrini; Giovanna Citti; Luca Capogna (J. Comput. Phys., 2021)

Robust Neural Network Approach to System Identification in the High-Noise Regime. - Elisa Negrini; Giovanna Citti; Luca Capogna (LION, 2023)

Neural Networks for Threshold Dynamics Reconstruction. - Elisa Negrini; Almanzo Jiahe Gao; Abigail Bowering; Wei Zhu; Luca Capogna (CoRR, 2024)