Fig. 1: Regression scatter plots of band gap and work function predictions by the AEGCNN-MTL model on the BDG dataset.

a Predicted versus DFT-calculated band gap. Blue circles denote training samples; red circles denote test samples. b Predicted versus DFT-calculated work function. Blue circles denote training samples; red circles denote test samples.