Introduction As the world becomes increasingly reliant on underground infrastructure, such as pipelines and cables, the need for effective warning systems to prevent accidents and injuries has never been more pressing. One critical component in this effort is the underground warning mesh, a vital tool that helps safeguard the safety of workers, pedestrians, and vehicles alike. In this article,...