Giovanni M. Pavan

According to our database, Giovanni M. Pavan authored at least 4 papers between 2023 and 2025.

Collaborative distances:

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

2025

A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information.

Simone Martino, Domiziano Doria, Chiara Lionello, Matteo Becchi, Giovanni M. Pavan

Mach. Learn. Sci. Technol., 2025

Maximum information extraction via clustering and minimization of Shannon entropy.

Matteo Becchi, Giovanni M. Pavan

Mach. Learn. Sci. Technol., 2025

2023

Machine learning of microscopic structure-dynamics relationships in complex molecular systems.

Martina Crippa, Annalisa Cardellini, Matteo Cioni, Gábor Csányi, Giovanni M. Pavan

Mach. Learn. Sci. Technol., December, 2023

Automatic Optimization of Lipid Models in the Martini Force Field Using <i>SwarmCG</i>.

Charly Empereur-mot, Kasper B. Pedersen, Riccardo Capelli, Martina Crippa, Cristina Caruso, Mattia Perrone, Paulo C. T. Souza, Siewert J. Marrink, Giovanni M. Pavan

J. Chem. Inf. Model., June, 2023