Archivio Istituzionale della RicercaPAVAN, GIOVANNI MARIA
PAVAN, GIOVANNI MARIA
Dipartimento Scienza Applicata e Tecnologia
G M Pavan; G*M Pavan; Giovanni Maria Pavan; Giovanni M. Pavan
058399
A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information
2025 Martino, Simone; Doria, Domiziano; Lionello, Chiara; Becchi, Matteo; Pavan, Giovanni M
A Dynamic Silver(I) Nanocluster Holds Together a 3 × 3 Self-Assembled Grid
2025 Heard, Andrew W.; Pesce, Luca; Gierth, Peter T.; Adorinni, Simone; Ronson, Tanya K.; Rossi, Barbara; Thoburn, John D.; Deingruber, Tomas; Welch, Martin; Spring, David R.; Marchesan, Silvia; Pavan, Giovanni M.; Nitschke, Jonathan R.
Assessing the activity and stability of Cu2O/SnO2-based gas diffusion electrodes for the CO2 conversion in different electrolytes: Bicarbonate vs. Ionic Liquid/Acetonitrile
2025 Zammillo, Federica; Guzmán, Hilmar; Polino, Daniela; Miró, Roger; Lopera, Alberto; Parisi, Emmanuele; Fortunati, Alessia; Zoli, Maddalena; Simone, Elena; Russo, Nunzio; López-Tendero, Mariajose; de los Bernardos, Miriam Díaz; Pavan, Giovanni M.; Hernández, Simelys
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
Data-driven assessment of optimal spatiotemporal resolutions for information extraction in noisy time series data
2025 Doria, Domiziano; Martino, Simone; Becchi, Matteo; Pavan, Giovanni M.
Nano onions based on an amphiphilic Au3( pyrazolate)3 complex
2025 Solea, Atena; Dermutas, Davide; Fadaei-Tirani, Farzaneh; Leanza, Luigi; Delle Piane, Massimo; Pavan, Giovanni M.; Severin, Kay
Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems
2025 Crippa, Martina; Perego, Claudio; Pavan, Giovanni M.
Rational Design of EV-Mimicking Nanoparticles with Polarity-Based Recognition Potential for Advanced Nanocarrier Development
2025 Rosso, Giada; Van Veen, Stijn M. A.; Sancho-Albero, María; Tamboia, Giulia; Empereur-Mot, Charly; Perego, Claudio; Kuipers, Marije E.; Dumontel, Bianca; Ajó, Alessandro; Nolte-'t Hoen, Esther N.; Pavan, Giovanni M.; Cola, Luisa De; Albertazzi, Lorenzo; Cauda, Valentina
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.
Relevant, Hidden, and Frustrated Information in High-Dimensional Analyses of Complex Dynamical Systems with Internal Noise
2025 Lionello, Chiara; Becchi, Matteo; Martino, Simone; Pavan, Giovanni M.
Ring‐in‐Ring Assembly Facilitates the Synthesis of a [12]Cycloparaphenylene ABC‐Type [3]Catenane
2025 Shi, Wudi; Hu, Yaning; Leanza, Luigi; Shchukin, Yevhenii; Hoffmann, Patrick A.; Li, Meng‐hua; Ning, Chengbing; Cao, Zhong‐yan; Xu, Yuan‐qing; Du, Pingwu; von Delius, Max; Pavan, Giovanni M.; Xu, Youzhi
The Martini 3 Lipidome: Expanded and Refined Parameters Improve Lipid Phase Behavior
2025 Pedersen, Kasper B.; Ingólfsson, Helgi I.; Ramirez-Echemendia, Daniel P.; Borges-Araújo, Luís; Andreasen, Mikkel D.; Empereur-mot, Charly; Melcr, Josef; Ozturk, Tugba N.; Bennett, W. F. Drew; Kjølbye, Lisbeth R.; Brasnett, Christopher; Corradi, Valentina; Khan, Hanif M.; Cino, Elio A.; Crowley, Jackson; Kim, Hyuntae; Fábián, Balázs; Borges-Araújo, Ana C.; Pavan, Giovanni M.; Launay, Guillaume; Lolicato, Fabio; Wassenaar, Tsjerk A.; Melo, Manuel N.; Thallmair, Sebastian; Carpenter, Timothy S.; Monticelli, Luca; Tieleman, D. Peter; Schiøtt, Birgit; Souza, Paulo C. T.; Marrink, Siewert J.
Unsupervised tracking of local and collective defects dynamics in metals under deformation
2025 Perrone, Mattia; Cioni, Matteo; Delle Piane, Massimo; Pavan, Giovanni M.
Layer-by-layer unsupervised clustering of statistically relevant fluctuations in noisy time-series data of complex dynamical systems
2024 Becchi, Matteo; Fantolino, Federico; Pavan, Giovanni M.
Proton Affinity and Conformational Integrity of a 24-Atom Triazine Macrocycle across Physiologically Relevant pH
2024 Menke, A. J.; Jacobus, Z. P.; Claton, L. E.; Annunziata, O.; Capelli, R.; Pavan, G. M.; Simanek, E. E.
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.
Stereocontrolled Self-Assembly of a Helicate-Bridged CuI12L4 Cage That Emits Circularly Polarized Light
2024 Zhu, Huangtianzhi; Pesce, Luca; Chowdhury, Rituparno; Xue, Weichao; Wu, Kai; Ronson, Tanya K.; Friend, Richard H.; Pavan, Giovanni M.; Nitschke, Jonathan R.
A Model for the Rapid Assessment of Solution Structures for 24-Atom Macrocycles: The Impact of β-Branched Amino Acids on Conformation
2023 Menke, A. J.; Gloor, C. J.; Claton, L. E.; Mekhail, M. A.; Pan, H.; Stewart, M. D.; Green, K. N.; Reibenspies, J. H.; Pavan, G. M.; Capelli, R.; Simanek, E. E.
Addressing the stability challenges of Gas Diffusion Electrodes in the presence of ILs-based solutions for the continuous Electrochemical Conversion of CO2
2023 Zammillo, Federica; Guzman, Hilmar; Polino, Daniela; Miro, Roger; Lopera, Alberto; Parisi, Emmanuele; Simone, Elena; Lopez-Tedero, Mariajose; Diaz de los Bernardos, Miriam; Pavan, Giovanni Maria; Hernandez, Simelys
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.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A data driven approach to classify descriptors based on their efficiency in translating noisy trajectories into physically-relevant information / Martino, Simone; Doria, Domiziano; Lionello, Chiara; Becchi, Matteo; Pavan, Giovanni M. - In: MACHINE LEARNING: SCIENCE AND TECHNOLOGY. - ISSN 2632-2153. - 6:3(2025). [10.1088/2632-2153/adfa66] | 1-gen-2025 | Martino, SimoneDoria, DomizianoLionello, ChiaraBecchi, MatteoPavan, Giovanni M | Martino_2025_Mach._Learn.__Sci._Technol._6_035039.pdf |
| A Dynamic Silver(I) Nanocluster Holds Together a 3 × 3 Self-Assembled Grid / Heard, Andrew W.; Pesce, Luca; Gierth, Peter T.; Adorinni, Simone; Ronson, Tanya K.; Rossi, Barbara; Thoburn, John D.; Deingruber, Tomas; Welch, Martin; Spring, David R.; Marchesan, Silvia; Pavan, Giovanni M.; Nitschke, Jonathan R.. - In: JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. - ISSN 0002-7863. - 147:34(2025), pp. 30842-30850. [10.1021/jacs.5c07271] | 1-gen-2025 | Pavan, Giovanni M. + | heard-et-al-2025-a-dynamic-silver(i)-nanocluster-holds-together-a-3-3-self-assembled-grid.pdf |
| Assessing the activity and stability of Cu2O/SnO2-based gas diffusion electrodes for the CO2 conversion in different electrolytes: Bicarbonate vs. Ionic Liquid/Acetonitrile / Zammillo, Federica; Guzmán, Hilmar; Polino, Daniela; Miró, Roger; Lopera, Alberto; Parisi, Emmanuele; Fortunati, Alessia; Zoli, Maddalena; Simone, Elena; Russo, Nunzio; López-Tendero, Mariajose; de los Bernardos, Miriam Díaz; Pavan, Giovanni M.; Hernández, Simelys. - In: CHEMICAL ENGINEERING JOURNAL. - ISSN 1385-8947. - 514:(2025). [10.1016/j.cej.2025.163265] | 1-gen-2025 | Zammillo, FedericaGuzmán, HilmarParisi, EmmanueleFortunati, AlessiaZoli, MaddalenaSimone, ElenaRusso, NunzioPavan, Giovanni M.Hernández, Simelys + | 1-s2.0-S1385894725040999-main.pdf |
| Classification and spatiotemporal correlation of dominant fluctuations in complex dynamical systems / Caruso, Cristina; Crippa, Martina; Cardellini, Annalisa; Cioni, Matteo; Perrone, Mattia; Delle Piane, Massimo; Pavan, Giovanni 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 |
| Data-driven assessment of optimal spatiotemporal resolutions for information extraction in noisy time series data / Doria, Domiziano; Martino, Simone; Becchi, Matteo; Pavan, Giovanni M.. - In: JOURNAL OF CHEMICAL PHYSICS ONLINE. - ISSN 1089-7690. - 162:23(2025). [10.1063/5.0261449] | 1-gen-2025 | Domiziano DoriaSimone MartinoMatteo BecchiGiovanni M. Pavan | JCP25-AR-00358.pdf; 234110_1_5.0261449.pdf; 2412.13741v4.pdf |
| Nano onions based on an amphiphilic Au3( pyrazolate)3 complex / Solea, Atena; Dermutas, Davide; Fadaei-Tirani, Farzaneh; Leanza, Luigi; Delle Piane, Massimo; Pavan, Giovanni M.; Severin, Kay. - In: NANOSCALE. - ISSN 2040-3372. - 17:2(2025), pp. 1007-1012. [10.1039/d4nr03901g] | 1-gen-2025 | Leanza, LuigiDelle Piane, MassimoPavan, Giovanni M. + | d4nr03901g.pdf |
| Non-trivial stimuli-responsive collective behaviours emerging from microscopic dynamic complexity in supramolecular polymer systems / Crippa, Martina; Perego, Claudio; Pavan, Giovanni M.. - In: NATURE COMMUNICATIONS. - ISSN 2041-1723. - 16:(2025). [10.1038/s41467-025-60150-4] | 1-gen-2025 | Crippa, MartinaPavan, Giovanni M. + | s41467-025-60150-4.pdf |
| Rational Design of EV-Mimicking Nanoparticles with Polarity-Based Recognition Potential for Advanced Nanocarrier Development / Rosso, Giada; Van Veen, Stijn M. A.; Sancho-Albero, María; Tamboia, Giulia; Empereur-Mot, Charly; Perego, Claudio; Kuipers, Marije E.; Dumontel, Bianca; Ajó, Alessandro; Nolte-'t Hoen, Esther N.; Pavan, Giovanni M.; Cola, Luisa De; Albertazzi, Lorenzo; Cauda, Valentina. - In: ACS APPLIED NANO MATERIALS. - ISSN 2574-0970. - 8:26(2025), pp. 13257-13273. [10.1021/acsanm.5c01459] | 1-gen-2025 | Rosso, GiadaDumontel, BiancaPavan, Giovanni M.Cauda, Valentina + | rosso-et-al-2025-rational-design-of-ev-mimicking-nanoparticles-with-polarity-based-recognition-potential-for-advanced.pdf |
| Reciprocity in dynamics of supramolecular biosystems for the clustering of ligands and receptors / 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.. - 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 |
| Relevant, Hidden, and Frustrated Information in High-Dimensional Analyses of Complex Dynamical Systems with Internal Noise / Lionello, Chiara; Becchi, Matteo; Martino, Simone; Pavan, Giovanni M.. - In: JOURNAL OF CHEMICAL THEORY AND COMPUTATION. - ISSN 1549-9618. - 21:14(2025), pp. 6683-6697. [10.1021/acs.jctc.5c00374] | 1-gen-2025 | Chiara LionelloMatteo BecchiSimone MartinoGiovanni M. Pavan | 2412.09412v5_compressed.pdf; lionello-et-al-2025-relevant-hidden-and-frustrated-information-in-high-dimensional-analyses-of-complex-dynamical.pdf |
| Ring‐in‐Ring Assembly Facilitates the Synthesis of a [12]Cycloparaphenylene ABC‐Type [3]Catenane / Shi, Wudi; Hu, Yaning; Leanza, Luigi; Shchukin, Yevhenii; Hoffmann, Patrick A.; Li, Meng‐hua; Ning, Chengbing; Cao, Zhong‐yan; Xu, Yuan‐qing; Du, Pingwu; von Delius, Max; Pavan, Giovanni M.; Xu, Youzhi. - In: ANGEWANDTE CHEMIE. INTERNATIONAL EDITION. - ISSN 1433-7851. - 64:11(2025), pp. 1-8. [10.1002/anie.202421459] | 1-gen-2025 | Leanza, LuigiPavan, Giovanni M. + | Angew Chem Int Ed - 2025 - Shi - Ring‐in‐Ring Assembly Facilitates the Synthesis of a 12 Cycloparaphenylene ABC‐Type 3.pdf; Preprint-v2.pdf |
| The Martini 3 Lipidome: Expanded and Refined Parameters Improve Lipid Phase Behavior / Pedersen, Kasper B.; Ingólfsson, Helgi I.; Ramirez-Echemendia, Daniel P.; Borges-Araújo, Luís; Andreasen, Mikkel D.; Empereur-mot, Charly; Melcr, Josef; Ozturk, Tugba N.; Bennett, W. F. Drew; Kjølbye, Lisbeth R.; Brasnett, Christopher; Corradi, Valentina; Khan, Hanif M.; Cino, Elio A.; Crowley, Jackson; Kim, Hyuntae; Fábián, Balázs; Borges-Araújo, Ana C.; Pavan, Giovanni M.; Launay, Guillaume; Lolicato, Fabio; Wassenaar, Tsjerk A.; Melo, Manuel N.; Thallmair, Sebastian; Carpenter, Timothy S.; Monticelli, Luca; Tieleman, D. Peter; Schiøtt, Birgit; Souza, Paulo C. T.; Marrink, Siewert J.. - In: ACS CENTRAL SCIENCE. - ISSN 2374-7951. - (2025). [10.1021/acscentsci.5c00755] | 1-gen-2025 | Pavan, Giovanni M. + | pedersen-et-al-2025-the-martini-3-lipidome-expanded-and-refined-parameters-improve-lipid-phase-behavior.pdf |
| Unsupervised tracking of local and collective defects dynamics in metals under deformation / Perrone, Mattia; Cioni, Matteo; Delle Piane, Massimo; Pavan, Giovanni 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. | 214507_1_5.0265378_compressed.pdf; JCP25-AR-00554-1-acceptedversion.pdf |
| Layer-by-layer unsupervised clustering of statistically relevant fluctuations in noisy time-series data of complex dynamical systems / Becchi, Matteo; Fantolino, Federico; Pavan, Giovanni M.. - In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA. - ISSN 0027-8424. - 121:33(2024). [10.1073/pnas.2403771121] | 1-gen-2024 | Becchi, MatteoFantolino, FedericoPavan, Giovanni M. | PREPRINT2402.07786v5-compressed.pdf; pavan-et-al-2024-layer-by-layer-unsupervised-clustering-of-statistically-relevant-fluctuations-in-noisy-time-series-1.pdf; PaperPublished-compressed _1_7.pdf; PaperPublished-compressed _8_12.pdf |
| Proton Affinity and Conformational Integrity of a 24-Atom Triazine Macrocycle across Physiologically Relevant pH / Menke, A. J.; Jacobus, Z. P.; Claton, L. E.; Annunziata, O.; Capelli, R.; Pavan, G. M.; Simanek, E. E.. - In: JOURNAL OF ORGANIC CHEMISTRY. - ISSN 0022-3263. - 89:4(2024), pp. 2467-2473. [10.1021/acs.joc.3c02495] | 1-gen-2024 | Capelli R.Pavan G. M. + | menke-et-al-2024-proton-affinity-and-conformational-integrity-of-a-24-atom-triazine-macrocycle-across-physiologically.pdf; Menke_et_al.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 |
| Stereocontrolled Self-Assembly of a Helicate-Bridged CuI12L4 Cage That Emits Circularly Polarized Light / Zhu, Huangtianzhi; Pesce, Luca; Chowdhury, Rituparno; Xue, Weichao; Wu, Kai; Ronson, Tanya K.; Friend, Richard H.; Pavan, Giovanni M.; Nitschke, Jonathan R.. - In: JOURNAL OF THE AMERICAN CHEMICAL SOCIETY. - ISSN 0002-7863. - 146:4(2024), pp. 2379-2386. [10.1021/jacs.3c11321] | 1-gen-2024 | Giovanni M. Pavan + | zhu-et-al-2024-stereocontrolled-self-assembly-of-a-helicate-bridged-cui12l4-cage-that-emits-circularly-polarized-light.pdf |
| A Model for the Rapid Assessment of Solution Structures for 24-Atom Macrocycles: The Impact of β-Branched Amino Acids on Conformation / Menke, A. J.; Gloor, C. J.; Claton, L. E.; Mekhail, M. A.; Pan, H.; Stewart, M. D.; Green, K. N.; Reibenspies, J. H.; Pavan, G. M.; Capelli, R.; Simanek, E. E.. - In: JOURNAL OF ORGANIC CHEMISTRY. - ISSN 0022-3263. - 88:5(2023), pp. 2692-2702. [10.1021/acs.joc.2c01984] | 1-gen-2023 | Pavan G. M.Capelli R. + | Menke et al GIVT to JOC.pdf; acs.joc.2c01984.pdf |
| Addressing the stability challenges of Gas Diffusion Electrodes in the presence of ILs-based solutions for the continuous Electrochemical Conversion of CO2 / Zammillo, Federica; Guzman, Hilmar; Polino, Daniela; Miro, Roger; Lopera, Alberto; Parisi, Emmanuele; Simone, Elena; Lopez-Tedero, Mariajose; Diaz de los Bernardos, Miriam; Pavan, Giovanni Maria; Hernandez, Simelys. - (2023). (Intervento presentato al convegno Conference on Artificial Photosynthesis and Green Catalysis 2023 tenutosi a Losanna nel 17-19 Luglio 2023). | 1-gen-2023 | Zammillo, FedericaGuzman, HilmarParisi, EmmanueleSimone, ElenaPavan, Giovanni MariaHernandez, Simelys + | Poster_CAPGC.pdf; Abstract_Federica Zammillo.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 |