Ph.D. in Scienza E Tecnologia Dei Materiali , 36th cycle (2020-2023)
Ph.D. obtained in 2024
Dissertation:
Exploring the Importance of Dynamics in Materials from the Atomic to the Supramolecular Scale Using Advanced Computational Methods (Abstract)
Tutors:
Giovanni Maria PavanPublications
Works published during the Ph.D. View all publications in Porto@Iris
- 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 - Cioni, Matteo (2024)
Exploring the Importance of Dynamics in Materials from the Atomic to the Supramolecular Scale Using Advanced Computational Methods. relatore: PAVAN, GIOVANNI MARIA; , 36. XXXVI Ciclo, P.: 244
Doctoral Thesis - 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