Archivio Istituzionale della RicercaCRIPPA, MARTINA
CRIPPA, MARTINA
Dipartimento Scienza Applicata e Tecnologia
066929
Computational and Statistical Approaches to Study Complex Molecular Systems and Their Emergent Properties
2024 Crippa, Martina
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.
Automatic Optimization of Lipid Models in the Martini Force Field Using SwarmCG
2023 Empereur-mot, Charly; Pedersen, Kasper B.; Capelli, Riccardo; Crippa, Martina; Caruso, Cristina; Perrone, Mattia; Souza, Paulo C. T.; Marrink, Siewert J.; Pavan, Giovanni M.
Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling
2023 Crippa, Martina; Cardellini, Annalisa; Caruso, Cristina; 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.
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.
Unsupervised Data-Driven Reconstruction of Molecular Motifs in Simple to Complex Dynamic Micelles
2023 Cardellini, Annalisa; Crippa, Martina; Lionello, Chiara; Afrose, Syed Pavel; Das, Dibyendu; Pavan, Giovanni M
Molecular communications in complex systems of dynamic supramolecular polymers
2022 Crippa, M.; Perego, C.; de Marco, A. L.; Pavan, G. M.
Evolution of frustrated and stabilising contacts in reconstructed ancient proteins
2021 Crippa, M.; Andreghetti, D.; Capelli, R.; Tiana, G.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Computational and Statistical Approaches to Study Complex Molecular Systems and Their Emergent Properties / Crippa, Martina. - (2024 Sep 11), pp. 1-355. | 11-set-2024 | CRIPPA, MARTINA | conv_polito phd thesis template.pdf; conv_abstract.pdf |
| 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 |
| Automatic Optimization of Lipid Models in the Martini Force Field Using SwarmCG / Empereur-mot, Charly; Pedersen, Kasper B.; Capelli, Riccardo; Crippa, Martina; Caruso, Cristina; Perrone, Mattia; Souza, Paulo C. T.; Marrink, Siewert J.; Pavan, Giovanni M.. - In: JOURNAL OF CHEMICAL INFORMATION AND MODELING. - ISSN 1549-9596. - 63:12(2023), pp. 3827-3838. [10.1021/acs.jcim.3c00530] | 1-gen-2023 | Riccardo CapelliMartina CrippaCristina CarusoMattia PerroneGiovanni M. Pavan + | acs.jcim.3c00530_compressed.pdf |
| Detecting dynamic domains and local fluctuations in complex molecular systems via timelapse neighbors shuffling / Crippa, Martina; Cardellini, Annalisa; Caruso, Cristina; Pavan, Giovanni M.. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 120:30(2023). [10.1073/pnas.2300565120] | 1-gen-2023 | Martina CrippaCristina CarusoGiovanni M. Pavan + | 2212.12694_compressed.pdf; postprint_all_compressed.pdf; pnas.2300565120_compressed.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 |
| 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 |
| Unsupervised Data-Driven Reconstruction of Molecular Motifs in Simple to Complex Dynamic Micelles / Cardellini, Annalisa; Crippa, Martina; Lionello, Chiara; Afrose, Syed Pavel; Das, Dibyendu; Pavan, Giovanni M. - In: THE JOURNAL OF PHYSICAL CHEMISTRY. B. - ISSN 1520-5207. - 127:11(2023), pp. 2595-2608. [10.1021/acs.jpcb.2c08726] | 1-gen-2023 | Cardellini, AnnalisaCrippa, MartinaLionello, ChiaraPavan, Giovanni M + | acs.jpcb.2c08726.pdf |
| Molecular communications in complex systems of dynamic supramolecular polymers / Crippa, M.; Perego, C.; de Marco, A. L.; Pavan, G. M.. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - ELETTRONICO. - 13:1(2022), p. 2162. [10.1038/s41467-022-29804-5] | 1-gen-2022 | Crippa M.Pavan G. M. + | s41467-022-29804-5.pdf |
| Evolution of frustrated and stabilising contacts in reconstructed ancient proteins / Crippa, M.; Andreghetti, D.; Capelli, R.; Tiana, G.. - In: EUROPEAN BIOPHYSICS JOURNAL WITH BIOPHYSICS LETTERS. - ISSN 0175-7571. - ELETTRONICO. - 50:5(2021), pp. 699-712. [10.1007/s00249-021-01500-0] | 1-gen-2021 | Crippa M.Capelli R. + | Crippa2021_Article_EvolutionOfFrustratedAndStabil-2.pdf |