Review demonstrates AI-driven fabrication and dimming enhancements in full-color displays, suggesting pathways to higher resolution and energy efficiency.
In recent years, artificial intelligence (AI) has demonstrated immense potential in driving breakthroughs in the semiconductor industry, particularly in full-color display technologies. Benefiting from the deep integration of AI, these technologies are experiencing unprecedented innovation and industrial transformation, garnering significant attention. These advancements provide a solid foundation for displays with higher color gamut and resolution. In addition, the integration of deep learning with dimming technologies has enabled new display systems to deliver superior viewing experiences with reduced energy consumption. This review highlights recent progress in four key areas of AI application in full-color display technologies: epitaxial structure design, defect detection and repair, perovskite synthesis, and dynamic dimming. AI-driven advancements in these domains are paving the way for smarter, more efficient display technologies. By leveraging AI’s powerful data processing and optimization capabilities, full-color display systems are poised to achieve enhanced performance, energy efficiency, and user satisfaction, marking a significant step toward a more intelligent and innovative future.
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Liu et al. (2025) studied this question.
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