After being sure about the accuracy and authenticity of the results, for any unknown value of the temperature from the whole investigated temperature range, the corresponding value of the storage modulus, loss modulus, as well as damping factor of the examined TPU can be obtained by simulation of the above described ANN models using the found numerical amounts of weights and biases for each layer [50].