A comparative study on Arrhenius-type constitutive equations and artificial neural network model to predict high-temperature deformation behaviour in 12Cr3WV steel

► Constitutive equations can obtain only a rough estimate for the flow stress. ► The three-layer BP ANN model can accurately track the experimental data. ► The developed ANN model has better capability to predict the flow stress.