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This paper proposes a method of mechanical performance prediction of cold rolled ribbed steel bars based on RBF network with whole variable space. It builds a whole variable space model and studies the performance prediction of cold rolled ribbed steel bars based on the 5-in & 1-out RBF network and the performance prediction of cold rolled ribbed steel bars based on the 5-in & 2-out RBF network. The results show that this method can reliably predict the mechanical performance of cold rolled ribbed steel bars, and the predictive effect of the 5-in & 1-out RBF network model based on whole variable space is superior to the 5-in & 2-out RBF network model.

Mechanical Performance Prediction of Cold Rolled Ribbed Steel Bars Based on RBF Network with Whole Variable Space