Archivio Istituzionale della RicercaCIONI, MATTEO
CIONI, MATTEO
Dipartimento Scienza Applicata e Tecnologia
067876
Classification and spatiotemporal correlation of dominant fluctuations in complex dynamical systems
2025 Caruso, Cristina; Crippa, Martina; Cardellini, Annalisa; Cioni, Matteo; Perrone, Mattia; Delle Piane, Massimo; Pavan, Giovanni M
Unsupervised tracking of local and collective defects dynamics in metals under deformation
2025 Perrone, Mattia; Cioni, Matteo; Delle Piane, Massimo; Pavan, Giovanni M.
Exploring the Importance of Dynamics in Materials from the Atomic to the Supramolecular Scale Using Advanced Computational Methods
2024 Cioni, Matteo
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 |
|---|---|---|---|
| Classification and spatiotemporal correlation of dominant fluctuations in complex dynamical systems / Caruso, C., Crippa, M., Cardellini, A., Cioni, M., Perrone, M., Delle Piane, M., Pavan, G.M.. - In: PNAS NEXUS. - ISSN 2752-6542. - 4:2(2025). [10.1093/pnasnexus/pgaf038] | 1-gen-2025 | Caruso, CristinaCrippa, MartinaCardellini, AnnalisaCioni, MatteoPerrone, MattiaDelle Piane, MassimoPavan, Giovanni M | Paper-PNASnexus-compressed.pdf |
| Unsupervised tracking of local and collective defects dynamics in metals under deformation / Perrone, M., Cioni, M., Delle Piane, M., Pavan, G.M.. - In: THE JOURNAL OF CHEMICAL PHYSICS. - ISSN 0021-9606. - 162:21(2025). [10.1063/5.0265378] | 1-gen-2025 | Perrone, MattiaCioni, MatteoDelle Piane, MassimoPavan, Giovanni M. | JCP25-AR-00554-1-acceptedversion.pdf; 234110_1_5.0261449.pdf |
| Exploring the Importance of Dynamics in Materials from the Atomic to the Supramolecular Scale Using Advanced Computational Methods / Cioni, Matteo. - (2024 Oct 16), pp. 1-244. | 16-ott-2024 | CIONI, MATTEO | conv_tesi_compressed.pdf; conv_abstract.pdf |
| Sampling Real‐Time Atomic Dynamics in Metal Nanoparticles by Combining Experiments, Simulations, and Machine Learning / Cioni, M., DELLE PIANE, M., Polino, D., Rapetti, D., Crippa, M., Arslan Irmak, E., Van Aert, S., Bals, S., Pavan, G.M.. - In: ADVANCED SCIENCE. - ISSN 2198-3844. - 11:25(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, D., DELLE PIANE, M., Cioni, M., Polino, D., Ferrando, R., Pavan, G.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 |