Real-Time Damage Maps
Satellite-derived and field-verified damage assessment, hours after the event.
Satellite-derived and field-verified damage assessment, hours after the event.
Rescue teams, medical units and volunteers simulated as intelligent, interacting agents.
Dynamic scenarios in geospatial environments, built on real urban infrastructure data.
Evidence-based allocation of resources, routes and priorities under uncertainty.
Quakeagents is a GIS-enabled, agent-based simulation framework that models how firefighters, EMS, police, volunteers and citizens respond after an earthquake — so emergency managers can test policies, find operational bottlenecks and improve urban resilience before the next event.
Explore Quakeagents
From hazard science to operational response — three ways we work with cities and institutions.
Hazard, vulnerability and loss modeling for buildings, lifelines and urban districts — grounded in local building-stock data.
Read moreMulti-agent simulation of search-and-rescue, medical surge and volunteer coordination in post-earthquake conditions.
Read moreInteractive geospatial dashboards that turn simulation outputs and field data into operational decisions.
Read moreResearch notes, field lessons and platform updates.
SimulationTraditional loss models tell you what breaks. Agent-based models tell you what happens next — who moves, who waits, and where the plan quietly fails.
ResearchEveryone wants a digital twin of their city. Fewer ask what data it needs, how it stays current, and when a simpler model answers the question better.
SimulationPost-earthquake routing is not shortest-path with traffic. Debris, aftershocks and incomplete information demand policies that stay good when the map is wrong.
GIS & remote sensing
Earthquake engineering
Earthquake engineering
Earthquake engineeringA small team with deep roots in earthquake engineering and disaster-risk research.

Lead Developer
PhD Candidate in Earthquake Engineering, IIEES
Tell us about your city, your data and your challenge — we usually reply within two working days.