K. S. K. Karthik Reddy

PeopleFlow: a reproducible geometry-aware multi-agent framework for evacuation safety evaluation across diversified building environments

PeopleFlow is introduced, a geometry-aware multi-agent framework that automatically converts architectural floor plans into simulation environments and applies force-driven pedestrian dynamics with congestion-aware routing, giving architects, safety engineers, and digital-twin practitioners a systematic basis for identifying and prioritizing safer design alternatives.