In this paper, simulation‐based artificial intelligence is applied to discover new materials, and to aid in backplane and module design in order to realize high performance organic light emitting diode displays. Additionally, image quality restoration based on deep learning is introduced for a new display form factor in which the camera is positioned beneath the display panel.