… The aspect ratio, longitudinal rebar index, transverse rebar index, and axial load ratio are
the optimal input parameters that classify the failure mode reinforced concrete column. …

… Thus, in this section, a full-scale bridge column under real vehicle accident on IH-30 near
Mount Pleasant, Texas [1] is employed and simulated to verify the accuracy of the current …

… critical need of failure mode prediction for circular reinforced concrete bridge columns by
exploring … of machine learning techniques for the failure mode classification of bridge columns. …

… classification of tall RC bridge piers for seismic design. A new performance classification
toward … In particular, during the testing of Column B, the axial-loading system failed because the …

… presented for FM classification and bearing capacity prediction of RC columns based on
the … structures and bridges, and it is greatly related with the overall safety of the structure/bridge. …

… Hence, the classification of column failure modes based only on the shear strength model is
… “Experimental investigation on hysteretic behavior of reinforce concrete bridge pier columns.…

… The model modifies the ultimate displacement that the column … The proposed model is applied
to bridge columns tested by … To fail a R/C column monotonically as shown in Figure 1, we …

… in which bridge failure, bridge columns, and column damages (… the bridge failure detection
was 98%, for the column detection … to classify the progress of the damage from “none” to “the …

… According to the number of classification tasks n c , we directly concatenate all the encoded
… , then the discriminator consists of three classification tasks and one regression task. Using …

… This paper is organized as follows: first, different causes of bridge collapse, which are
classified … Due to the seismic effect, bridge columns or piers tend to fail in three modes, namely, …