Application of artificial neural network in prediction of abrasion of rubber composites

► Establishing a model predicting abrasion via mechanical properties is meaningful. ► Twenty sets of data of abrasion and six mechanical properties were used as samples. ► An artificial neural network model of SBR-based rubber was established by MATLAB. ► The accuracy of prediction for artificial neural network model was 96.0%.