The RESILIENCE project will investigate main factors (genetic, environmental, social) behind pandemic progress, including but not limited to COVID-19, and model epidemic propagation to gain further knowledge in epidemics/pandemics. Knowledge will be created through hybrid neuro-symbolic Artificial Intelligence, validated through experimentation in controlled lab scenarios. This will support decision-making by health authorities and professionals to help prevent future pandemics and manage medical resources