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During their service life, marine pipelines continually accumulate damage as a result of the action of various environmental forces. Clearly, the development of robust techniques for early damage detection is very important to avoid the possible occurrence of a disastrous structural failure. Most of vibration-based damage detection methods require the modal properties that are obtained from mea...

when structures are subjected to strong ground motion excitations, structural elements may be prone to yielding, and consequently experience significant levels of inelastic behavior. the effects of inelastic behavior on the distribution of peak floor loads are not explicitly accounted for in current seismic code procedures. during recent years, many studies have been conducted to develop new de...

The effectiveness of the machine learning methods for real-world tasks depends on proper structure modeling pipeline. proposed approach is aimed to automate design composite pipelines, which equivalent computation workflows that consist models and data operations. combines key ideas both automated workflow management systems. It designs pipelines with a customizable graph-based structure, analy...