Global ETD Search
Search theses and dissertations gathered from participating repositories worldwide. Every result links back to the library that holds it. No account is needed.
Results
Showing 1 to 3 of 3 for “"Glass Defects"”.
-
Machine Learning Methods for Automated Macro-Inspection and Improved Defect Identification in Semiconductor Manufacturing
… to improve macro-inspection capability of defects on wafers at a semiconductor wafer fab. First, an investigation into the performance of current inspection tools is done, revealing results that are not reliable nor reproducible. Tool maintenance procedures and specification adjustments are …
-
Deep Transfer Learning for Macroscale Defect Detection in Semiconductor Manufacturing
… regarding the presence of macroscale defects. In this work, a model for detecting central defects is described in detail, and a novel approach to overcoming data scarcity through the creation of synthetic data is deployed. The binary classifier model achieves an out-of-distribution …
-
Towards the harnessing of the structural properties of optical fiber
Submission published under a 24 month embargo labeled 'Closed Access', the embargo will last until 2026-12-01