37 citations · 65 across the 7 of their papers we have counts for
9 papers
Statistical Laws of Human Mobility under Large-Scale Behavioural Shock
Alberto Amaduzzi, Lucila G. Alvarez-Zuzek, Valeria d'Andrea +8
Human mobility follows robust statistical laws, but whether these laws persist under large, sudden behavioural shocks remains unclear. Here we analyse privacy-enhanced GPS trajecto…
HyperLoop: Hyperspectral-Assisted Loop Closure Detection in 3D-SLAM for Planetary Exploration
Annie Bhalla, Dennis Rotondi, Riccardo Giubilato +2
Autonomous navigation of planetary rovers is challenged by visually repetitive, featureless terrain. SLAM systems based on 3D Gaussian Splatting (3DGS) offer dense mapping but rely…
Challenges and opportunities for digital twins in precision medicine: a complex systems perspective
Manlio De Domenico, Luca Allegri, Guido Caldarelli +6
The adoption of digital twins (DTs) in precision medicine is increasingly viable, propelled by extensive data collection and advancements in artificial intelligence (AI), alongside…
Multilayer Network Science: from Cells to Societies
Oriol Artime, Barbara Benigni, Giulia Bertagnolli +5
Networks are convenient mathematical models to represent the structure of complex systems, from cells to societies. In the past decade, multilayer network science -- the branch of…
Complex topological features of reservoirs shape learning performances in bio-inspired recurrent neural networks
Valeria d'Andrea, Michele Puppin, Manlio De Domenico
Recurrent networks are a special class of artificial neural systems that use their internal states to perform computing tasks for machine learning. One of its state-of-the-art deve…
Estimating SARS-CoV-2 transmission in educational settings: a retrospective cohort study
Mattia Manica, Piero Poletti, Silvia Deandrea +12
Background School closures and distance learning have been extensively applied to control SARS-CoV-2 transmission. Despite evidence of viral circulation in schools, the contributio…
Estimation of the incubation period and generation time of SARS-CoV-2 Alpha and Delta variants from contact tracing data
Mattia Manica, Maria Litvinova, Alfredo De Bellis +18
Background. During 2021, the COVID-19 pandemic was characterized by the emergence of lineages with increased fitness. For most of these variants, quantitative information is scarce…
Compressing phase space detects state changes in nonlinear dynamical systems
Valeria d'Andrea, Manlio De Domenico
Equations governing the nonlinear dynamics of complex systems are usually unknown and indirect methods are used to reconstruct their manifolds. In turn, they depend on embedding pa…
Effectiveness of dismantling strategies on moderated vs. unmoderated online social platforms
Oriol Artime, Valeria d'Andrea, Riccardo Gallotti +2
Online social networks are the perfect test bed to better understand large-scale human behavior in interacting contexts. Although they are broadly used and studied, little is known…