Given the wide variety of wafer surface defects and their complex origins, effective wafer defect inspection has become an indispensable part of semiconductor manufacturing. Advanced inspection techniques, such as optical inspection, laser scattering, e-beam inspection, and atomic force microscopy (AFM), enable manufacturers to detect, classify, and analyze defects at different stages of the process flow. Timely defect detection allows engineers to trace root causes, adjust process parameters, and prevent defect recurrence. In addition, defect data analytics plays a crucial role in process control, equipment monitoring, and continuous yield improvement.
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