Our built environment is aging and failing faster than we can maintain it. Recent building collapses and structural failures of roads and bridges are indicators of a problem that’s likely to get worse ...
At-a-Glance: Machine learning streamlines pipeline inspections by automating signal interpretation, predicting defect growth, and prioritizing digs—cutting cycle time, false alarms, and OPEX while ...
Machine learning (ML) is reshaping pipeline integrity management (PIM) from physics-based to data-driven paradigms. This ...
Connecting the dots: By applying machine learning techniques to satellite imagery, researchers have built an unprecedented database of man-made structures across the globe. The data could reshape ...