The Role of Data in Model Building and Prediction: A Survey Through Examples. - Marco Baldovin; Fabio Cecconi; Massimo Cencini; Andrea Puglisi; Angelo Vulpiani (Entropy, 2018)

Using machine-learning modelling to understand macroscopic dynamics in a system of coupled maps. - Francesco Borra; Marco Baldovin (CoRR, 2020)