Matteo Chinazzi
- The effect of travel restrictions on the spread of the 2019 novel coronavirus (COVID-19) outbreak
2020/03/06 by Matteo Chinazzi, Jessica T. Davis, Marco Ajelli +13 · 32 citations
Economics, Econometrics and Finance · Mathematics · Psychology · #COVID-19 Pandemic Impacts #COVID-19 and Mental Health #COVID-19 epidemiological studies
- Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19
2020/08/05 by Alberto Aleta, David Martín-Corral, Ana Pastore y Piontti +12 · 11 citations
Computer Science · Mathematics · Medicine · #COVID-19 Digital Contact Tracing #COVID-19 epidemiological studies #Data-Driven Disease Surveillance
- Finding Patient Zero: Learning Contagion Source with Graph Neural Networks
2020/06/21 by Chintan Shah, Nima Dehmamy, Shah, Chintan +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- Pandemic monitoring with global aircraft-based wastewater surveillance networks
2025/02/12 by Guillaume St-Onge, Jessica T. Davis, Laurent Hébert‐Dufresne +5 · 1 voice · 3 citations
Mathematics · Medicine · #COVID-19 epidemiological studies #SARS-CoV-2 detection and testing #Viral Infections and Outbreaks Research
- Disentangled Multi-Fidelity Deep Bayesian Active Learning
2023/05/07 by Dongxia Wu, Ruijia Niu, Wu, Dongxia +7 · 1 citation
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Algorithms #Model Reduction and Neural Networks