Whitepaper

Accelerating Semiconductor & Display Innovation with AI‑Driven Materials Informatics

June 22, 2025

Modern semiconductor and display development is constrained by complex materials challenges and lengthy experimental cycles. R&D teams face intense pressure to optimize processes and materials faster, et traditional trial-and-error approaches struggle to keep pace. Materials informatics – the application of AI/ML to materials data – offers a breakthrough. It leverages vast materials and process data to predict outcomes and guide experiments, reducing development time.