Md. Maroof Ahmed

Dependency-aware Interpretable Defect Detection in High-dimensional Semiconductor Production Data

Semiconductor wafer fabrication relies on multistage process monitoring to maintain yield and identify defective products before downstream processing. Modern fabrication lines generate high-dimensional sensor data from heavy monitoring where machine learning techniques have become prevalent. However, existing approa...