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Fig. 2. Mean and standard deviation of Qy excited state energy distributions for all eight sites obtained from TDDFT calculations (PBE0/3-21G) and compared to neural network predictions. Presented distributions were obtained from single neural network predictions. Neural networks were trained on Coulomb matrices selected from the classical MD trajectory by the indicated selection method. Error bars indicate the width of the excited state energy distribution.