Matteo Cioni

Titolo della tesi

Exploring the Importance of Dynamics in Materials from the Atomic to the Supramolecular Scale Using Advanced Computational Methods

Tutori

• Giovanni Maria Pavan

• Cioni, Matteo; DELLE PIANE, Massimo; Polino, Daniela; Rapetti, Daniele; Crippa, Martina; ... (2024)
  Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning. In: ADVANCED SCIENCE, vol. 11. ISSN 2198-3844
  Contributo su Rivista
• Rapetti, Daniele; DELLE PIANE, Massimo; Cioni, Matteo; Polino, Daniela; Ferrando, ... (2023)
  Machine learning of atomic dynamics and statistical surface identities in gold nanoparticles. In: COMMUNICATIONS CHEMISTRY, vol. 6. ISSN 2399-3669
  Contributo su Rivista
• Cioni, Matteo; Polino, Daniela; Rapetti, Daniele; Pesce, Luca; DELLE PIANE, Massimo; ... (2023)
  Innate dynamics and identity crisis of a metal surface unveiled by machine learning of atomic environments. In: THE JOURNAL OF CHEMICAL PHYSICS, vol. 158, pp. 1-16. ISSN 0021-9606
  Contributo su Rivista
• Crippa, M.; Cardellini, A.; Cioni, M.; Csanyi, G.; Pavan, G. M. (2023)
  Machine learning of microscopic structure-dynamics relationships in complex molecular systems. In: MACHINE LEARNING: SCIENCE AND TECHNOLOGY, vol. 4. ISSN 2632-2153
  Contributo su Rivista
• Delle Piane, M.; Pesce, L.; Cioni, M.; Pavan, G. M. (2022)
  Reconstructing reactivity in dynamic host-guest systems at atomistic resolution: amide hydrolysis under confinement in the cavity of a coordination cage. In: CHEMICAL SCIENCE, vol. 13, pp. 11232-11245. ISSN 2041-6539
  Contributo su Rivista