Machine learning method for single trajectory characterization. - Gorka Muñoz-Gil; Miguel Ángel García-March; Carlo Manzo; José David Martín-Guerrero; Maciej Lewenstein (CoRR, 2019)

Learning minimal representations of stochastic processes with variational autoencoders. - Gabriel Fernández-Fernández; Carlo Manzo; Maciej Lewenstein; Alexandre Dauphin; Gorka Muñoz-Gil (CoRR, 2023)

Geometric deep learning reveals the spatiotemporal features of microscopic motion. - Jesús Pineda; Benjamin Midtvedt; Harshith Bachimanchi; Sergio Noé; Daniel Midtvedt; Giovanni Volpe; Carlo Manzo (Nat. Mac. Intell., 2023)

Spatial Clustering of Molecular Localizations with Graph Neural Networks. - Jesús Pineda; Sergi Masó-Orriols; Joan Bertran; Mattias Goksör; Giovanni Volpe; Carlo Manzo (CoRR, 2024)

Global graph features unveiled by unsupervised geometric deep learning. - Mirja Granfors; Jesús Pineda; Blanca Zufiria Gerbolés; Joana B. Pereira; Carlo Manzo; Giovanni Volpe (CoRR, 2025)