Carlo Manzo

According to our database, Carlo Manzo authored at least 5 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Global graph features unveiled by unsupervised geometric deep learning.

Mirja Granfors, Jesús Pineda, Blanca Zufiria Gerbolés, Joana B. Pereira, Carlo Manzo, Giovanni Volpe

CoRR, March, 2025

2024

Spatial Clustering of Molecular Localizations with Graph Neural Networks.

Jesús Pineda, Sergi Masó-Orriols, Joan Bertran, Mattias Goksör, Giovanni Volpe, Carlo Manzo

CoRR, 2024

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., January, 2023

Learning minimal representations of stochastic processes with variational autoencoders.

Gabriel Fernández-Fernández, Carlo Manzo, Maciej Lewenstein, Alexandre Dauphin, Gorka Muñoz-Gil

CoRR, 2023

2019

Machine learning method for single trajectory characterization.

Gorka Muñoz-Gil, Miguel Ángel García-March, Carlo Manzo, José David Martín-Guerrero, Maciej Lewenstein

CoRR, 2019