… on reinforced concrete bridge columns (RCBCs) and classify the dynamic responses and
failure of the columns … The results indicate that both the column properties (ie dimension of the …

… 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. …

… 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. …

… tools for existing reinforced concrete structures. Of particular concern is the possibility of
collapse due to shear failure followed by axial failure of columns supporting gravity loads. This is …

… for FM classification and bearing capacity prediction of RC columns based on the … both
classification and regression (prediction) problems. Totally 254 cyclic loading tests of RC columns …

… reinforced concrete structures was used. A damage index based on the predicted hysteretic
behavior of a reinforced concrete bridge column … regards load capacities, failure modes, and …

… Results reveal that the classification accuracy of the … classification criteria for RC columns
failing in flexure, flexure-shear, and shear critical modes. The failure modes of RC 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 …

… the behavior of reinforced concrete (RC) bridge columns. The … hysteretic behavior of RC
bridge columns. The proposed … failure mode of the RC bridge pier, the classification of RC …

… Using four machine learning methodologies, we developed a classification learning model
that can predict the column failure modes in terms of the input variables using the concrete …