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Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals
Publisher: American Society of Civil Engineers
Abstract: Backbone curves constructed from experimentally derived hysteresis envelopes are often used to evaluate the force-deformation behavior and, thus, seismic residual collapse capacity of structural components under cyclic ...
Visual Pattern Recognition Models for Remote Sensing of Civil Infrastructure
Publisher: American Society of Civil Engineers
Abstract: As-built models have been proven useful in many project-related applications, such as progress monitoring and quality control. However, they are not widely produced in most projects because a lot of effort is still necessary ...
Leak Detection of Water Supply Networks Using Error-Domain Model Falsification
Publisher: American Society of Civil Engineers
Abstract: Pressurized freshwater fluid distribution networks are key strategic infrastructure elements. On average, 20% of water is lost by way of leaks around the world. This illustrates the need for more efficient management of ...
Machine Vision-Enhanced Postearthquake Inspection
Publisher: American Society of Civil Engineers
Abstract: Current postearthquake inspection of structures relies on certified inspectors to make an assessment of the existing safety of the structure based primarily on qualitative measures. Completing the required inspection takes ...