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•Project Title: Technical Investigation of 3D‑NAND Physical Failure Analysis Workflows for Cycle Time Optimization•Project Description: Physical Failure Analysis (PFA) is an essential engineering discipline used to understand failure mechanisms in advanced semiconductor devices. For three‑dimensional NAND (3D‑NAND) flash memory, PFA workflows are inherently complex due to vertically stacked structures and advanced device architectures. As a result, PFA analy...