Automatic-differentiated Physics-Informed Echo State Network (API-ESN). - Alberto Racca; Luca Magri (ICCS (5), 2021)

Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics. - Alberto Racca; Luca Magri (Neural Networks, 2021)

Statistical Prediction of Extreme Events from Small Datasets. - Alberto Racca; Luca Magri (ICCS (3), 2022)

Data-driven prediction and control of extreme events in a chaotic flow. - Alberto Racca; Luca Magri (CoRR, 2022)

Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network. - Alberto Racca; Nguyen Anh Khoa Doan; Luca Magri (CoRR, 2022)

Convolutional Autoencoder for the Spatiotemporal Latent Representation of Turbulence. - Nguyen Anh Khoa Doan; Alberto Racca; Luca Magri (ICCS (4), 2023)

Control-aware echo state networks (Ca-ESN) for the suppression of extreme events. - Alberto Racca; Luca Magri (CoRR, 2023)