For decades, semiconductor manufacturers have used chemical-mechanical polishing (CMP) as the primary technique for the smoothing and leveling (planarization) of dielectrics and metal layers. CMP ...

Chipmakers are relying on machine learning for electroplating and wafer cleaning at leading-edge process nodes, augmenting traditional fault detection/classification and statistical process control in ...

Chemical Mechanical Planarization (CMP) is a critical process in the semiconductor, LED wafer, and hard disk manufacturing industry and is used to achieve the substrate wafer's required planarity.

Machine learning (ML), neural networks (NNs), and deep learning have many applications in different areas of modern industry and life. Their ability to “learn” how to analyze and predict imprecise ...