Mathematics of Public Health

Mathematics of Public Health

Mathematical Modelling from the Next Generation

David, Jummy; Wu, Jianhong

Springer International Publishing AG

01/2025

317

Mole

9783031408076

15 a 20 dias

Descrição não disponível.
Preface.- Mathematical models: perspectives of mathematical modelers and public health professionals.- Discovering first-principle of behavioural change in disease transmission dynamics by deep learning.- Understanding Epidemic Multi-Wave Patterns via Machine Learning Clustering and the Epidemic Renormalization Group.- Contact Matrices in Compartmental Disease Transmission Models.- An optimal control approach for public health interventions on an Epidemic-Viral model in deterministic and stochastic environments.- Modeling airborne disease dynamics: progress and questions.- Modelling mutation-driven emergence of drug-resistance: a case study of SARS-CoV-2.- A Categorical Framework for Modeling with Stock and Flow Diagrams.- Agent-Based Modeling and its Tradeoffs: An Introduction & Examples.- Mathematical assessment of the role of interventions against SARS-CoV-2.- Long term dynamics of COVID-19 in a multi-strain model.
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modeling infectious diseases;climate change;vaccine development;Covid-19;opioid epidemic;mathematical epidemiology;agent-based models;compartmental models;Mathematics for Public Health Next Generation Network;SDG 3;SDG goal 3;SDG 3 good health and well-being