Archivio Istituzionale della RicercaCIONI, MATTEO
CIONI, MATTEO
Dipartimento Scienza Applicata e Tecnologia
067876
Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning
2024 Cioni, Matteo; DELLE PIANE, Massimo; Polino, Daniela; Rapetti, Daniele; Crippa, Martina; Arslan Irmak, Ece; Van Aert, Sandra; Bals, Sara; Pavan, Giovanni M.
Innate dynamics and identity crisis of a metal surface unveiled by machine learning of atomic environments
2023 Cioni, Matteo; Polino, Daniela; Rapetti, Daniele; Pesce, Luca; DELLE PIANE, Massimo; Pavan, Giovanni M.
Machine learning of atomic dynamics and statistical surface identities in gold nanoparticles
2023 Rapetti, Daniele; DELLE PIANE, Massimo; Cioni, Matteo; Polino, Daniela; Ferrando, Riccardo; Pavan, Giovanni M.
Machine learning of microscopic structure-dynamics relationships in complex molecular systems
2023 Crippa, M.; Cardellini, A.; Cioni, M.; Csanyi, G.; Pavan, G. M.
Reconstructing reactivity in dynamic host-guest systems at atomistic resolution: amide hydrolysis under confinement in the cavity of a coordination cage
2022 Delle Piane, M.; Pesce, L.; Cioni, M.; Pavan, G. M.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning / Cioni, Matteo; DELLE PIANE, Massimo; Polino, Daniela; Rapetti, Daniele; Crippa, Martina; Arslan Irmak, Ece; Van Aert, Sandra; Bals, Sara; Pavan, Giovanni M.. - In: ADVANCED SCIENCE. - ISSN 2198-3844. - (2024). [10.1002/advs.202307261] | 1-gen-2024 | Matteo CioniMassimo Delle PianeDaniele RapettiMartina CrippaGiovanni M. Pavan + | Advanced Science - 2024 - Cioni - Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments .pdf |
| Innate dynamics and identity crisis of a metal surface unveiled by machine learning of atomic environments / Cioni, Matteo; Polino, Daniela; Rapetti, Daniele; Pesce, Luca; DELLE PIANE, Massimo; Pavan, Giovanni M.. - In: THE JOURNAL OF CHEMICAL PHYSICS. - ISSN 0021-9606. - 158:12(2023), pp. 1-16. [10.1063/5.0139010] | 1-gen-2023 | Matteo CioniDaniele RapettiMassimo Delle PianeGiovanni M. Pavan + | JCP22-AR-MLMS2022-04200.pdf; 5.0139010_compressed.pdf |
| Machine learning of atomic dynamics and statistical surface identities in gold nanoparticles / Rapetti, Daniele; DELLE PIANE, Massimo; Cioni, Matteo; Polino, Daniela; Ferrando, Riccardo; Pavan, Giovanni M.. - In: COMMUNICATIONS CHEMISTRY. - ISSN 2399-3669. - ELETTRONICO. - 6:(2023). [10.1038/s42004-023-00936-z] | 1-gen-2023 | Daniele RapettiMassimo Delle PianeMatteo CioniGiovanni M. Pavan + | s42004-023-00936-z-1.pdf |
| Machine learning of microscopic structure-dynamics relationships in complex molecular systems / Crippa, M.; Cardellini, A.; Cioni, M.; Csanyi, G.; Pavan, G. M.. - In: MACHINE LEARNING: SCIENCE AND TECHNOLOGY. - ISSN 2632-2153. - 4:4(2023). [10.1088/2632-2153/ad0fa5] | 1-gen-2023 | Crippa M.Cardellini A.Cioni M.Pavan G. M. + | Crippa_2023_Mach._Learn. _Sci._Technol._4_045044.pdf |
| Reconstructing reactivity in dynamic host-guest systems at atomistic resolution: amide hydrolysis under confinement in the cavity of a coordination cage / Delle Piane, M.; Pesce, L.; Cioni, M.; Pavan, G. M.. - In: CHEMICAL SCIENCE. - ISSN 2041-6539. - ELETTRONICO. - 13:37(2022), pp. 11232-11245. [10.1039/d2sc02000a] | 1-gen-2022 | Delle Piane M.Pesce L.Cioni M.Pavan G. M. | Fujita_rev_clean.pdf; d2sc02000a.pdf |