People
Lorenzo Dall'Amico
Postdoctoral Researcher
Postdoctoral Researcher
Fields Of StudyNetwork science, Temporal networks, Machine learning, Sociopatterns
Website
His work focuses on the analysis of complex, temporal and proximity networks, with a particular emphasis on finding appropriate and interpretable representations of these high-dimensional data structures. His interest spans from theoretical problems to data driven ones with applications to social sciences, epidemiology and human behavior modeling. He is currently a postdoctoral fellow at ISI Foundation, working in the team lead by Ciro Cattuto.
Publications
The relative contribution of close-proximity contacts, shared classroom exposure and indoor air quality to respiratory virus transmission in schools
Nicolas Banholzer, James Daniel Munday, Philipp Jent, Pascal Bittel, Lorenzo Dall'Amico, Lavinia Furrer, Charlyne Bürki, Tanja Stadler, Matthias Egger, Tina Hascher, Ciro Cattuto, Lukas Fenner
Nature Communications (2025)
Learning distributed representations with efficient SoftMax normalization
Lorenzo Dall'Amico, Enrico Maria Belliardo
Transactions on Machine Learning Research 2835-8856 (2025)
Comparing temporal and aggregated network descriptions of fluid transport in the Mediterranean Sea
Kishor Acharya, Javier Aguilar, Lorenzo Dall'Amico, Kyriakos Nicolaou, Sandro Meloni, Enrico Ser-Giacomi
Physical Review E111, 024211 (2025)
Resilience of mobility network to dynamic population response across COVID-19 interventions: Evidences from Chile
Pasquale Casaburi, Lorenzo Dall'Amico, Nicolò Gozzi, Kyriaki Kalimeri, Anna Sapienza, Rossano Schifanella, Tiziana Di Matteo, Leonardo Adrian Ferres, Mattia Mazzoli
PLoS Computational Biology21(2), e1012802 (2025)
An embedding-based distance for temporal graphs
Lorenzo Dall'Amico, Alain Barrat, Ciro Cattuto
Nature Communications15, 9954 (2024)
Generalized contact matrices allow integrating socioeconomic variables into epidemic models
Adriana Manna, Lorenzo Dall'Amico, Michele Tizzoni, Márton Karsai, Nicola Perra
Science Advances10, 41, (2024)
Integrated environmental and clinical surveillance for the prevention of acute respiratory infections (ARIs) in indoor environments and vulnerable communities (Stell-ARI): Protocol
Annalaura Carducci, Guglielmo Arzilli, Nebiyu Tariku Atomsa, Giulia Lauretani, Marco Verani, Francesco Pistelli, Lara Tavoschi, Ileana Federigi, Marco Fornili, Davide Petri, Tommaso Lomonaco, Claudia Meschi, Alessandra Pagani, Antonello Agostini, Laura Carrozzi, Laura Baglietto, Daniela Paolotti, Ciro Cattuto, Lorenzo Dall'Amico, Caterina Rizzo
PLoS ONE19(9), e0309111 (2024)
Estimating household contact matrices structure from easily collectable metadata
Lorenzo Dall'Amico, Jackie Kleynhans, Laetitia Gauvin, Michele Tizzoni, Laura Ozella, Mvuyo Makhasi, Nicole Wolter, Brigitte Language, , Cheryl Cohen, Stefano Tempia, Ciro Cattuto
PLoS ONE19(3), e0296810 (2024)
Political context of the European vaccine debate on Twitter
Giordano Paoletti, Lorenzo Dall'Amico, Kyriaki Kalimeri, Jacopo Lenti, Yelena Mejova, Daniela Paolotti, Michele Starnini, Michele Tizzani
Scientific Reports 14, 4397 (2024)
Association of close-range contact patterns with SARS-CoV-2: a household transmission study
Jackie Kleynhans, Lorenzo Dall'Amico, Laetitia Gauvin, Michele Tizzoni, Lucia Maloma, Sibongile Walaza, Neil A Martinson, Anne von Gottberg, Nicole Wolter, Mvuyo Makhasi, Cheryl Cohen, Ciro Cattuto, Stefano Tempia,
eLife12, e84753, 1-26 (2023)
The relative contribution of close-proximity contacts, shared classroom exposure and indoor air quality to respiratory virus transmission in schools
Nicolas Banholzer, James Daniel Munday, Philipp Jent, Pascal Bittel, Lorenzo Dall'Amico, Lavinia Furrer, Charlyne Bürki, Tanja Stadler, Matthias Egger, Tina Hascher, Ciro Cattuto, Lukas Fenner
Nature Communications (2025)
Learning distributed representations with efficient SoftMax normalization
Lorenzo Dall'Amico, Enrico Maria Belliardo
Transactions on Machine Learning Research 2835-8856 (2025)
Comparing temporal and aggregated network descriptions of fluid transport in the Mediterranean Sea
Kishor Acharya, Javier Aguilar, Lorenzo Dall'Amico, Kyriakos Nicolaou, Sandro Meloni, Enrico Ser-Giacomi
Physical Review E111, 024211 (2025)