Paolo Pegolo

According to our database, Paolo Pegolo authored at least 4 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

How unconstrained machine-learning models learn physical symmetries.

Michelangelo Domina, Joseph William Abbott, Paolo Pegolo, Filippo Bigi, Michele Ceriotti

CoRR, March, 2026

Journal Research Data Policies in Materials Science.

Lukas Hörmann, Hemanadhan Myneni, Rwayda Kh. S. Al-Hamd, Katarina Batalovic, Silvia Bonfanti, Federico Grasselli, Saulius Grazulis, Bahattin Koç, Konstantinos Konstantinou, Ivor Loncaric, Nataliya Lopanitsyna, José Manuel Oliveira, Paolo Pegolo, Patrícia Ramos, Kevin Rossi, Sebastian P. Schwaminger, Edith Simmen, Milica Todorovic, Markus Stricker, Jonathan Schmidt

CoRR, March, 2026

2025

Representing spherical tensors with scalar-based machine-learning models.

Michelangelo Domina, Filippo Bigi, Paolo Pegolo, Michele Ceriotti

CoRR, May, 2025

PET-MAD, a universal interatomic potential for advanced materials modeling.

Arslan Mazitov, Filippo Bigi, Matthias Kellner, Paolo Pegolo, Davide Tisi, Guillaume Fraux, Sergey Pozdnyakov, Philip Loche, Michele Ceriotti

CoRR, March, 2025