148 citations
- European Centre for Living TechnologyIT32 papers
- Istituto Officina dei MaterialiIT22 papers
- University of PaduaIT22 papers
- Centre National de la Recherche ScientifiqueFR19 papers
- Sapienza University of RomeIT18 papers
- Institute for Complex SystemsIT14 papers
- Elettra-Sincrotrone Trieste S.C.p.A.IT13 papers
- University of BolognaIT12 papers
- Stockholm UniversitySE11 papers
- Synchrotron SOLEILFR11 papers
- IMT School for Advanced Studies LuccaIT10 papers
- Centro Ricerche Enrico FermiIT9 papers
8 papers · 1 filter
Forecasting Seasonal Influenza Epidemics with Physics-Informed Neural Networks
Martina Rama, Gabriele Santin, Giulia Cencetti +2
Accurate epidemic forecasting is critical for informing public health decisions and timely interventions. While Physics-Informed Neural Networks have shown promise in various scien…
Temporal clustering of social interactions trades-off disease spreading and knowledge diffusion
Giulia Cencetti, Lorenzo Lucchini, Gabriele Santin +4
Non-pharmaceutical measures such as preventive quarantines, remote working, school and workplace closures, lockdowns, etc. have shown effectivenness from an epidemic control perspe…
Hurricanes Increase Climate Change Conversations on Twitter
Maddalena Torricelli, Max Falkenberg, Alessandro Galeazzi +3
The public understanding of climate change plays a critical role in translating climate science into climate action. In the public discourse, climate impacts are often discussed in…
Dimensional Reduction of Solvency Contagion Dynamics on Financial Networks
Gianmarco Ricciardi, Guido Montagna, Guido Caldarelli +1
Modelling systems with networks has been a powerful approach to tame the complexity of several phenomena. Unfortunately, such an approach is often made difficult by the large numbe…
Laplacian paths in complex networks: information core emerges from entropic transitions
Pablo Villegas, Andrea Gabrielli, Francesca Santucci +2
Complex networks usually exhibit a rich architecture organized over multiple intertwined scales. Information pathways are expected to pervade these scales reflecting structural ins…
From social interactions to private environmental behaviours: The case of consumer food waste
Simone Piras, Simone Righi, Marco Setti +4
Consumer food waste, like many environmental behaviours, takes place in private, and is not directly subject to social monitoring. Nevertheless, social interactions can affect priv…