Archivio Istituzionale della RicercaCRIPPA, MARTINA
CRIPPA, MARTINA
Dipartimento Scienza Applicata e Tecnologia
066929
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
Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems
2025 Crippa, Martina; Perego, Claudio; Pavan, Giovanni M.
Reciprocity in dynamics of supramolecular biosystems for the clustering of ligands and receptors
2025 Dhiman, Shikha; Vleugels, Marle E. J.; Post, Richard A. J.; Crippa, Martina; Cardellini, Annalisa; Korver, Esmee De; Su, Lu; Palmans, Anja R. A.; Pavan, Giovanni M.; Van Der Hofstad, Remco W.; Albertazzi, Lorenzo; Meijer, E. W.
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 |
|---|---|---|---|
| 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 |
| Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems / Crippa, M., Perego, C., Pavan, G.M.. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 16:(2025). [10.1038/s41467-025-60150-4] | 1-gen-2025 | Crippa, MartinaPerego, ClaudioPavan, Giovanni M. | s41467-025-60150-4.pdf |
| Reciprocity in dynamics of supramolecular biosystems for the clustering of ligands and receptors / Dhiman, S., Vleugels, M.E.J., Post, R.A.J., Crippa, M., Cardellini, A., Korver, E.D., Su, L.u., Palmans, A.R.A., Pavan, G.M., Van Der Hofstad, R.W., Albertazzi, L., Meijer, E.W.. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 122:37(2025). [10.1073/pnas.2500686122] | 1-gen-2025 | Crippa, MartinaCardellini, AnnalisaPavan, Giovanni M. + | dhiman-et-al-2025-reciprocity-in-dynamics-of-supramolecular-biosystems-for-the-clustering-of-ligands-and-receptors.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 |
| Automatic Optimization of Lipid Models in the Martini Force Field Using SwarmCG / Empereur-mot, C., Pedersen, K.B., Capelli, R., Crippa, M., Caruso, C., Perrone, M., Souza, P.C.T., Marrink, S.J., Pavan, G.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, M., Cardellini, A., Caruso, C., Pavan, G.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, C., Cardellini, A., Crippa, M., Rapetti, D., Pavan, G.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, A., Crippa, M., Lionello, C., Afrose, S.P., Das, D., Pavan, G.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.Perego C.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.Andreghetti D.Capelli R. + | Crippa2021_Article_EvolutionOfFrustratedAndStabil-2.pdf |