Detecting defects that reduce breakdown voltage using machine learning and optical profilometry

Abstract Semiconductor wafer manufacturing relies on the precise control of various performance metrics to ensure the quality and reliability of integrated circuits. In particular, GaN has properties that are advantageous for high voltage and high frequency power devices; however, defects in the sub...

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Bibliographic Details
Main Authors: James C. Gallagher, Michael A. Mastro, Alan G. Jacobs, Robert. J. Kaplar, Karl D. Hobart, Travis J. Anderson
Format: Article
Language:English
Published: Nature Portfolio 2024-03-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-57875-5