Composition design of high-performance copper alloy by coupling artificial neural network and genetic algorithm

•A double layer Artificial Neural Network model is established.•The mechanical and electrical property of CuCrZr alloy is quantitatively predicted.•Four copper alloys with high strength and conductivity were accurately simulated, and two alloys were selected for experimental demonstration.•Sensitivity and interact effect of the alloy elements are investigated by the model.