Public data with explicit provenance
AFAD catalogue access and OpenStreetMap roads/facilities enter an auditable research pipeline.
V1.0 · REPRODUCIBLE DISASTER-RESPONSE RESEARCH
When more resources stop being the whole answer
A graph-based digital-twin research platform that separates resource-allocation efficiency from network-connectivity failure.
FINAL CONFIRMATORY FINDING
The reliability boundary moves with resources—but with diminishing returns
0.1425
12 responders
0.1625
32 responders
102/102
Confirmatory total-response cells significant after Holm correction
Severity is a synthetic network-disruption control parameter.
Coupled stochastic severity worlds
The same stochastic world is progressively stressed so failures are nested.
Boundary estimation with world bootstrap
The 80/80 crossing is estimated with uncertainty.
ABOUT THE PROJECT
A research platform for the boundary between resources and connectivity
The project models emergency-response accessibility on a disrupted road graph.
Read the complete project dossier
What v1.0.0 establishes
The frozen release quantifies how the reliability boundary shifts with responder availability.
AUTHOR
Faramarz Kowsari
Author · Software Engineer · AI Researcher
Faramarz Kowsari is based in İstanbul and develops open research software, technical research systems and educational material spanning applied AI, data-driven decision support, graph-based modeling and reproducible computational research.