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    Machine Learning–Based Backbone Curve Model of Reinforced Concrete Columns Subjected to Cyclic Loading Reversals 

    Source: Journal of Computing in Civil Engineering:;2018:;Volume ( 032 ):;issue: 005
    Author(s): Luo Huan;Paal Stephanie German
    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 ...
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    Visual Pattern Recognition Models for Remote Sensing of Civil Infrastructure 

    Source: Journal of Computing in Civil Engineering:;2011:;Volume ( 025 ):;issue: 005
    Author(s): Ioannis Brilakis; Stephanie German; Zhenhua Zhu
    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 ...
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    Leak Detection of Water Supply Networks Using Error-Domain Model Falsification 

    Source: Journal of Computing in Civil Engineering:;2018:;Volume ( 032 ):;issue: 002
    Author(s): Gaudenz Moser; Stephanie German Paal; Ian F. C. Smith
    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 ...
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    Machine Vision-Enhanced Postearthquake Inspection 

    Source: Journal of Computing in Civil Engineering:;2013:;Volume ( 027 ):;issue: 006
    Author(s): Stephanie German; Jong-Su Jeon; Zhenhua Zhu; Cal Bearman; Ioannis Brilakis; Reginald DesRoches; Laura Lowes
    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 ...
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