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G

Gabriele Santin

University of Venice

14H-index
93Paper Count
688Citation Count
Published Papers 13
Publication Date
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Forecasting seasonal influenza epidemics with physics-informed neural networks
errEpidemics
IF2.4
err2026-05-28
err0
errOAAI
errMartina Rama; Gabriele Santin; Giulia Cencetti; Michele Tizzoni; Bruno Lepri
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Future Roundabouts Relying on 5G, Edge Computing and Artificial Intelligence
errTRANSPORT TRANSITIONS: ADVANCING SUSTAINABLE AND INCLUSIVE MOBILITY, TRA CONFERENCE
IF0
err2026-01-01
err0
errOAAI
errPreviati, Giorgio; Campi, Elena; Uccello, Lorenzo; Albanese, Antonino; Roccasalva, Alessandro; Santin, Gabriele; Luca, Massimiliano; Lepri, Bruno; Ferrarotti, Laura; di Pietro, Nicola; Ponti, Marco; Mastinu, Gianpiero
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Tuning Butterworth filter's parameters in SPECT reconstructions via kernel-based Bayesian optimization with a no-reference image evaluation metric
errMATHEMATICAL MEDICINE AND BIOLOGY-A JOURNAL OF THE IMA
IF1.5
err2025-12-01
err0
errOAAI
errPastrello, Luca; Cecchin, Diego; Santin, Gabriele; Marchetti, Francesco
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errSave
Analysis of structured deep kernel networks
errJournal of Computational and Applied Mathematics
IF2.6
err2025-10-01
err0
errOAAI
errWenzel, Tizian; Santin, Gabriele; Haasdonk, Bernard
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errSave
Kernel methods for the approximation of the eigenfunctions of the Koopman operator
errPHYSICA D-NONLINEAR PHENOMENA
IF2.9
err2025-06-01
err0
PREAI
errLee, Jonghyeon; Hamzi, Boumediene; Hou, Boya; Owhadi, Houman; Santin, Gabriele; Vaidya, Umesh
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errSave
Explaining the Explainers in Graph Neural Networks: a Comparative Study
errACM COMPUTING SURVEYS
IF28
err2025-01-09
err1
errOAAI
errLonga, A; Azzolin, S; Santin, G; Cencetti, G; Lio, P; Lepri, B; Passerini, A
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errSave
A new method to design energy-conserving surrogate models for the coupled, nonlinear responses of intervertebral discs
errBIOMECHANICS AND MODELING IN MECHANOBIOLOGY
IF2.7
err2024-01-20
err0
errOAAI
errHammer, Maria; Wenzel, Tizian; Santin, Gabriele; Meszaros-Beller, Laura; Little, Judith Paige; Haasdonk, Bernard; Schmitt, Syn
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errSave
Temporal clustering of social interactions trades-off disease spreading and knowledge diffusion
errJOURNAL OF THE ROYAL SOCIETY INTERFACE
IF3.5
err2024-01-03
err1
errOAAI
errCencetti, Giulia; Lucchini, Lorenzo; Santin, Gabriele; Battiston, Federico; Moro, Esteban; Pentland, Alex; Lepri, Bruno
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errSave
Autonomous and Human-Driven Vehicles Interacting in a Roundabout: A Quantitative and Qualitative Evaluation
errIEEE ACCESS
IF3.6
err2024-01-01
err5
errOAAI
errFerrarotti, Laura; Luca, Massimiliano; Santin, Gabriele; Previati, Giorgio; Mastinu, Gianpiero; Gobbi, Massimiliano; Campi, Elena; Uccello, Lorenzo; Albanese, Antonino; Zalaya, Praveen; Roccasalva, Alessandro; Lepri, Bruno
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errSave
Measuring close proximity interactions in summer camps during the COVID-19 pandemic
errEPJ DATA SCIENCE
IF2.5
err2022-01-31
err7
errOAAI
errLeoni, Elia; Cencetti, Giulia; Santin, Gabriele; Istomin, Timofei; Molteni, Davide; Picco, Gian Pietro; Farella, Elisabetta; Lepri, Bruno; Murphy, Amy L.
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errSave
A Framework for Verifiable and Auditable Collaborative Anomaly Detection
errIEEE ACCESS
IF3.6
err2022-01-01
err1
errOAAI
errSantin, Gabriele; Skarbovsky, Inna; Fournier, Fabiana; Lepri, Bruno
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errSave
Digital proximity tracing on empirical contact networks for pandemic control
errNATURE COMMUNICATIONS
IF15.7
err2021-03-12
err66
errOAAI
errCencetti, G.; Santin, G.; Longa, A.; Pigani, E.; Barrat, A.; Cattuto, C.; Lehmann, S.; Salathe, M.; Lepri, B.
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errSave
An algebraic cubature formula on curvilinear polygons
errAPPLIED MATHEMATICS AND COMPUTATION
IF3.4
err2011-08-01
err8
errOAAI
errSantin, G.; Sommariva, A.; Vianello, M.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alex Pentland
H-index: 122 · Papers: 997
P
Píetro Lió
H-index: 72 · Papers: 1.1K
A
Alain Barrat
H-index: 70 · Papers: 347
C
Ciro Cattuto
H-index: 53 · Papers: 238
G
Gian Pietro Picco
H-index: 49 · Papers: 253
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