Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.
Julia and Python complex system applications in ecology, epidemiology, sociology, economics & finance; network science models including Bianconi-Barabási, Barabási-Albert, Watts-Strogatz, Waxman Model...
👩🏻⚕️Covid-19 estimation and forecast using statistical model; 新型冠状病毒肺炎统计模型预测 (Jan 2020)
Extensive and accessible COVID-19 data + forecasting for counties and hospitals. 📈
#计算机科学#CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.
COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions
Modelling of the nCoV-2019 outbreak in Wuhan, China, by Jon Read, Jess Bridgen, and Chris Jewell at Lancaster University.
#计算机科学#[KDD 2024] Papers about deep learning in epidemic modeling.
#计算机科学#[ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks
Analysis of the COVID19 outbreak in Brazil mainly through epidemic and hospitalization models, by the Health Analytics and Prospera consulting business units of Funcional Heatlh Tech.
#计算机科学#Data-driven COVID-19 forecasts and detection of unreported cases
Compartmental Epidemic Models in Python
Results and software for our paper on structured epidemic modeling
Docker container exposing a preconfigured python environment for Social Network Analysis
Code for reproducing the results from the preprint "Using early detection data to estimate the date of emergence of an epidemic outbreak".
tsiR: An R package for time-series Susceptible-Infected-Recovered models of epidemics
Agent-based model for simulating the spread of epidemics in refugee and IDP settlements. Adapted from the JUNE framework.
Code for modeling RSV resurgence following contact restrictions