From the 1 of 3 linked papers with an AI index.
3 papers
Optimal Control of Pandemic Dynamics via Model Predictive Control: A Health-Economic Trade-off Analysis
Lokman Rachid Melhani, Lars Grune, Antonino Sferlazza +3
The paper proposes a model predictive control framework applied to an extended SEIR-V model to optimally balance disease mitigation and economic impact, showing that the resulting…
Extended Kalman Filter-Based State Estimation for a Nine-Compartment Nonlinear Epidemic Model -- Convergence Analysis and In-Silico Benchmark Calibrated on the COVID-19 Third Wave in Italy
Lokman Rachid Melhani, Antonino Sferlazza, Dominique Persano Adorno +3
This paper addresses real-time state estimation for a nine-compartment nonlinear COVID-19 epidemic model with two co-circulating strains, a super-spreader subpopulation, vaccinatio…
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
Lokman Rachid Melhani, Antonino Sferlazza, Lars Grüne +6
We develop a nine-compartment nonlinear epidemic model incorporating two co-circulating viral strains (ancestral I1 and the Alpha variant B.1.1.7 I2, which is 43-90% more transmiss…