Topic · Systems biology
stochastic learning
2 preprints · 1 published
Published papers
On real-time calibrated prediction for complex model-based decision support in pandemics: Part 2.
Calibration of complex stochastic infectious disease models is challenging.
Preprints
The Epi-LLM Framework: probing LLM behavioral priors through epidemiological agent-based models
LLM-driven agent-based epidemic framework; architecture alters outbreak peaks and quarantine compliance vs human epigame data.
A Nine-Compartment Nonlinear Epidemic Model with Spline-Based Identification of Time-Varying Transmission and Vaccination Dynamics: Application to the COVID-19 Third Wave in Italy
Nine-compartment COVID-19 model with PCHIP-spline identification of time-varying transmission and vaccination in Italy's third wave.
Topic history
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