Selected Publications

You can find a comprehensive list of my publications on Google Scholar.

A. Racca, L. Magri
Control-aware echo state networks (Ca-ESN) for the suppression of extreme events, NeurIPS - ML and Physical Sciences Workshop, 2024.
Preprint: arXiv.

A. Racca, N.A.K. Doan, L. Magri
Modelling spatiotemporal turbulent dynamics with the convolutional autoencoder echo state network, Journal of Fluid Mechanics, 2023.
Preprint: arXiv.

A. Racca, L. Magri
Data-Driven Prediction and control of extreme events in a chaotic flow, Physical Review Fluids, 2022.
Preprint: arXiv

A. Racca, L. Magri
Robust Optimization and Validation of Echo State Networks for learning chaotic dynamics, Neural Networks, 2021.
Preprint: arXiv.