Modelling Hysteresis in Shape Memory Alloys Using LSTM Recurrent Neural Network

Table 6

Comparison of prediction errors for LSTM and RDPI models across 5 input types.

Input set
RMSE (deg)	RDPI model	0.8501	0.9313	0.5734	0.8845	0.8041
	LSTM model	0.1807	0.3509	0.2269	0.2889	0.1518