Earthquake

Traditional robots are typically built around rigid frames, motors, gears, and joints. While this design works well in structured environments, it becomes less effective...

Robots are often limited by the very components that power them. Traditional electric motors provide strength and precision, but they also add weight, rigidity,...

Small drones are increasingly used in environments where visibility is limited, such as collapsed buildings, smoke-filled structures, and dense vegetation, but most navigation systems...

Robots designed to detect and track chemical sources, such as gas leaks, explosives, or hazardous materials, typically rely on multiple sensors working in perfect...

Ground forces continue to face a familiar challenge: how to move supplies, gather intelligence, and evacuate casualties without exposing personnel to unnecessary risk. In...

Robots are getting better at sensing their surroundings, but moving safely through unfamiliar spaces remains a bottleneck. Most autonomous systems still depend on building...

Robots are often limited by how they move. Wheels struggle with obstacles, legs require complex joints and control, and propellers add weight and energy...

Humanoid robots are often promoted as versatile helpers, but in real-world conditions they remain constrained by rigid frames and limited mobility. Tight spaces, uneven...

Robots are often expected to operate where wheels fail: collapsed buildings, uneven ground, mud, ice, or debris-covered floors. Yet most legged robots still struggle...

Supplying forces and communities in remote or high-altitude regions has always been a logistical challenge. Mountainous terrain, limited runways, harsh weather, and damaged infrastructure...

Stairs remain a stubborn obstacle for mobile robots. Wheels are fast and efficient on flat ground, but they struggle the moment elevation changes appear....

Modern military operations increasingly take place in environments where GPS cannot be relied upon. Electronic jamming, urban terrain, dense foliage, and underground spaces can...

Modern unmanned systems rely heavily on satellite navigation, but in many operational environments GPS has become a fragile resource. Adversaries now routinely jam or...

Organizations responsible for logistics, infrastructure, and critical facilities are increasingly required to inspect, map, and monitor enormous areas — sometimes hazardous or inaccessible —...

Robots intended for combat support or hazardous-duty missions typically rely on pre-programmed actions or remote-control interfaces, limiting how precisely they can mimic human movement....

Search-and-rescue teams often struggle with a basic operational challenge: disaster zones are unpredictable, unmapped, and full of obstacles that confuse traditional robotic systems. Standard...

Robots intended to work alongside people or operate in confined, unpredictable environments need actuators that can bend, twist, and conform in ways that traditional...

Autonomous flight at insect scale has long been a challenge in robotics. Existing microrobots can hover or move along controlled paths, but they typically...

Understanding how people build, expand, and occupy space has become a strategic priority for governments and emergency planners. Yet most global datasets still represent...

Large-scale emergencies often trigger a secondary crisis: the sudden loss of communications. Floods, fires, earthquakes, or cyberattacks can knock out established infrastructure within minutes,...

Ground robots often struggle with one recurring problem: every terrain demands a different movement strategy. Smooth surfaces favor wheels, rubble demands crawling, and narrow...

Emergency responders and humanitarian agencies often struggle with the same issue: how to deploy sturdy, lightweight shelters quickly in disaster zones where transport is...