📊Executive Summary

Researchers from DGIST and Sungkyunkwan University have developed an AI technology that visualizes the synthetic reaction pathways of semiconductor nanocrystals, specifically colloidal quantum dots. This advancement is expected to accelerate the development of next-generation display and sensor materials, which are crucial for high-color reproducibility displays and infrared cameras. The technology uses transformer-based AI combined with topological data analysis to accurately reconstruct reaction flows and identify structural connections, revealing multiple pathways in the growth of InAs nanocrystals. This innovation could significantly enhance research efficiency in material development....