Hot compression experiments on superalloy GH648 were conducted with Gleeble1500 thermal simulator at different temperatures and strain rates. It is shown that,at temperatures from 950℃to 1 150℃), superalloy GH648 shows characteris-tics of dynamic recrystallization at strain rate less 1 /s and dynamic recovery at strain rate 10/s. As for ite complicated dynam-ic response characters during deformation at elevated temperatures, artificial neural network with the error back propagation (BP) algorithm was used f...