Nicolò Gozzi
@gozzi_nicolo
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Research Scientist @ISI_Fondazione | Data & Science
Torino
Joined October 2019
Today we’re releasing Epydemix (, a Python package for flexible, modular, and data-driven epidemic modeling. Designed for researchers, students, and public health professionals. 🧵👇
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Great collaboration with @mattk7, @jessicadavis_, @gioco1010, Luca Rossi, @marcoajelli, @net_science, @alexvespi.
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Epydemix is suitable for a wide range of applications, from education to advanced modeling pipelines for forecasting and scenario analysis. Plenty to explore:.📄 Preprint: 💻 Tutorials: 📊 Activity snapshot:
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Built-in Approximate Bayesian Computation (ABC) allows model calibration to data. Models developed outside of Epydemix can still be calibrated using the ABC modules. Users can explore estimated posterior distributions and run forward projections under a range of scenarios.
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Epydemix lets you integrate age structure and contact matrices into your models. We provide data for 400+ locations, covering nearly all countries, plus subnational resolution for the US, Canada, China, India, and more.
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With Epydemix, you can build stochastic compartmental models with arbitrary compartments and transition rules. From simple SIR models to highly customized structures, Epydemix supports the full spectrum of compartmental modeling.
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RT @TgrRai: 🤒Previsto tra fine anno e inizio di gennaio il picco di influenza e di malattie respiratorie in Italia. Secondo le proiezioni d….
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RT @ciro: @danielapaolotti speaks at the 2024 EIOS Global Technical Meeting in Senegal: data collaboration & community engagement, the work….
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RT @blengyelb: "Antidepressant use in spatial social networks". In our new @ScienceAdvances paper, in collaboration with @Gergo_Toth @NAChr….
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RT @ECDC_EU: ECDC is launching #RespiCompass - a new platform using advanced modelling to better understand #respiratory disease dynamics i….
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RT @ISI_Fondazione: In an interview with @LaStampa @alexvespi, President of @ISI_Fondazione, shares his concerns about global vulnerability….
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RT @net_science: Open PhD position with me @QMULMaths on a project entitled: "Including socioeconomic indicators into mathematical epidemic….
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RT @estebanmoro: We are hiring a postdoc at my group (SUNLab) @NUnetsi. Interested in working on multidisciplinary problems like segregatio….
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RT @net_science: Latest out: Comparative Evaluation of Behavioral-Epidemic Models Using COVID-19 Data. Great collaboration with @gozzi_nico….
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RT @net_science: Latest out: "Bridging the digital divide: mapping Internet connectivity evolution, inequalities, and resilience in six Bra….
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RT @leoferres: Awesome to have @SoyCesarAugusto visiting @ISI_Fondazione and giving a talk on his work on mobility, segregation and polluti….
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RT @ISI_Fondazione: 🎉 Celebrate Prof. Marta González, winner of the Lagrange Prize-CRT Foundation 2024 edition! .📅 Join us on October 24. S….
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RT @ISI_Fondazione: The Lagrange Prize 2024 is awarded to Marta C. González, Associate Professor at @UCBerkeley for her pioneering work on….
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RT @ISI_Fondazione: The pandemic showed how crucial digital tech is for public health. 🔬 Join @danielapaolotti @ISI_Fondazione Senior Resea….
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