Archivio Istituzionale della RicercaRAPETTI, DANIELE
RAPETTI, DANIELE
Dipartimento Scienza Applicata e Tecnologia
090500
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.
TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time variations of SOAP spectra
2023 Caruso, Cristina; Cardellini, Annalisa; Crippa, Martina; Rapetti, Daniele; Pavan, Giovanni 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. - 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, 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 |
| TimeSOAP: Tracking high-dimensional fluctuations in complex molecular systems via time variations of SOAP spectra / Caruso, Cristina; Cardellini, Annalisa; Crippa, Martina; Rapetti, Daniele; Pavan, Giovanni M.. - In: THE JOURNAL OF CHEMICAL PHYSICS. - ISSN 0021-9606. - 158:21(2023). [10.1063/5.0147025] | 1-gen-2023 | Cristina CarusoAnnalisa CardelliniMartina CrippaDaniele RapettiGiovanni M. Pavan | JCP23-AcceptedVersion.pdf; TimeSOAP_JChemPhys-Published_compressed.pdf |