3 papers
cs.CE2026
A full software stack for epidemic disease management: Unlocking the joint potential of software technology and supercomputing
Jonas Gilg, Johann Fredrik Jadebeck, Mariama Jaiteh +22
Infectious diseases remain a major threat to human societies. During the recent COVID-19 pandemic, mathematical modeling and extensive computer simulations proved highly effective…
cs.AI2026
Simulation-based inference for rapid Bayesian parameter estimation in epidemiological models: a comparison with MCMC
Alina Bazarova, Johann Fredrik Jadebeck, Henrik Zunker +5
Mechanistic epidemiological models are widely used to support infectious disease forecasting and public-health decision making. Bayesian calibration of such models is commonly perf…
q-bio.PE2025
Testing Paradox May Explain Increased Observed Prevalence of Bacterial STIs among MSM on HIV PrEP: A Modeling Study
Laura Müller, Piklu Mallick, Antonio B. Marín-Carballo +6
HIV pre-exposure Prophylaxis (PrEP) has become essential for global HIV control, but its implementation coincides with rising bacterial STI rates among men who have sex with men (M…