City-Scale Bioaerosol Response Through Federated Biological Digital Twins: An Architecture for Real-Time Threat Detection, Simulation, and Personalized Countermeasure Synthesis

Puntos clave

• To introduce a federated architecture utilizing biological digital twins for effective bioaerosol response.
• Developed a four-phase response pipeline compressing reaction time to under 24 hours.
• Incorporated privacy-preserving measures for citizen data management.
• Used individualized simulations for assessing vulnerability and countermeasure synthesis.
• Activated digital twins collectively during bioaerosol events.
• Achieved a significant reduction in response time from weeks to less than one day.
• Provided personalized countermeasures based on individual vulnerability simulations.