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Thulasirangan Lakshmidevi on Muck Rack

Thulasirangan Lakshmidevi

As seen in: Frontiers
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Articles

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

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By Karthik Reddy, Likith Sai, Thulasirangan Lakshmidevi
| Frontiers
Abstract Evaluating evacuation performance across building types requires methods that capture how spatial layout, pedestrian behavior, and operational disruptions interact under stress. Static compliance checks do not address this need, and most existing simulation tools require manual geometry preparation with limited support for reproducible cross-layout comparison.
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