Mattia Perrone

Thesis title

Advanced computational approaches to study local and collective defects behaviors in hard, soft and molecular materials

Tutors

• Giovanni Maria Pavan

• Perrone, Mattia; Cioni, Matteo; Delle Piane, Massimo; Pavan, Giovanni M. (2025)
  Unsupervised tracking of local and collective defects dynamics in metals under deformation. In: THE JOURNAL OF CHEMICAL PHYSICS, vol. 162. ISSN 0021-9606
  Contributo su Rivista
• Caruso, Cristina; Crippa, Martina; Cardellini, Annalisa; Cioni, Matteo; Perrone, Mattia; ... (2025)
  Classification and spatiotemporal correlation of dominant fluctuations in complex dynamical systems. In: PNAS NEXUS, vol. 4. ISSN 2752-6542
  Contributo su Rivista
• Perrone, Mattia; Capelli, Riccardo; Empereur-mot, Charly; Hassanali, Ali; Pavan, ... (2023)
  Lessons learned from multi-objective automatic optimizations of classical three-site rigid water models using microscopic and macroscopic target experimental observables. In: JOURNAL OF CHEMICAL AND ENGINEERING DATA, vol. 68, pp. 3228-3241. ISSN 0021-9568
  Contributo su Rivista
• Empereur-mot, Charly; Pedersen, Kasper B.; Capelli, Riccardo; Crippa, Martina; Caruso, ... (2023)
  Automatic Optimization of Lipid Models in the Martini Force Field Using SwarmCG. In: JOURNAL OF CHEMICAL INFORMATION AND MODELING, vol. 63, pp. 3827-3838. ISSN 1549-9596
  Contributo su Rivista
• Empereur-mot, Charly; Capelli, Riccardo; Perrone, Mattia; Caruso, Cristina; Doni, ... (2022)
  Automatic multi-objective optimization of coarse-grained lipid force fields using SwarmCG. In: THE JOURNAL OF CHEMICAL PHYSICS, vol. 156. ISSN 0021-9606
  Contributo su Rivista