… recovery strategies of a bridge after a seismic event. This paper contributes to the critical
need of failure mode prediction for circular reinforced concrete bridge columns by exploring the …

… Todorov and Muntasir Billah [29] compared different ML methods to analyze the performance
of limit state identification of bridge columns. Performance limit state, which includes …

… structure/bridge. Normally, there exist three major failure modes (FMs) for RC columns, ie,
flexure failure (FF), shear failure (SF), and flexure-shear failure (FSF). FF is a kind of ductility …

… the failure modes of RC columns. Mangalathu and Jeon (Citation2019) explored six machine
learning methods to predict the failure mode for circular reinforced concrete bridge columns…

… failure of these base plate connections can result in the collapse of the entire structure. The
prediction of failure mode … This study introduces a rapid failure mode identification technique …

… , and submerged zone, coastal bridge columns in marine environment always suffer from …
failure modes and the plastic hinge length is conducted. First, the possible failure modes …

… against time, but the statistical pattern recognition approach is particularly suited to the use
… scale model bridges at the University of Melbourne to compare the system identification and …

… of circular reinforced concrete bridge columns (… for recognition and prediction problems.
Thus, ANN and SVM were suitable for determining the failure modes of concrete columns under …

… Therefore, understanding bridge column failure modes and predicting the damage patterns
… failure modes of RC bridge columns are flexural, flexural-shear, and shear failure modes …

… This study provides efficient models for failure mode identification and rapid prediction of …
RC bridge columns. Therefore, efficient fragility and resilience assessment of regional bridge …