J. David Frost

Predicting Section Loss and Corrosion Severity in Steel Using Ensemble Learning on Visual Imagery Data

ABSTRACT The integration of emerging technologies such as unmanned aerial vehicles (UAVs), computer vision, and machine learning is transforming infrastructure inspections, offering a means to conduct remote, safe, and efficient condition assessments. Computer vision techniques h...

Synergistic influence of geogrid material and bio-inspired geometry on rutting performance

Geogrids are widely used to mitigate rutting in pavements; however, most prior studies have examined the effects of geogrid geometry and material independently. Insights from natural systems, such as spider webs, suggest that these factors can interact synergistically to influenc...