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Enhanced Data Sampling and Feature Generation for Machine Learning-based Lithography Hotspot Detection

Technology scaling has increased the complexity of integrated circuit design. It has also led to more challenges in the field of Design for Manufacturing (DFM). One of these challenges is lithography hotspot detection. Hotspots (HS) are design patterns that negatively affect the output yield. Identi...

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Bibliographic Details
Main Author: Ismail, Mohamed
Format: Thesis
Published: AUC Knowledge Fountain 2022
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