Fig. 5: Ablation studies.
From: Towards end-to-end structure determination from x-ray diffraction data using deep learning
a shows cubic system ablations. b shows trigonal system ablations. Left-to-right in each panel: ground truth, full information (XRD + formula) prediction, excluding elemental ratios (XRD + elements contained) prediction, randomly dropped element (XRD + all but one element contained) prediction, XRD-only prediction.
