Optimization of Machine Learning Guided Optical Proximity Correction
Joonhyuk Cho, Gangmin Cho, Youngsoo Shin
Published in 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2018)
Published in 2018 IEEE 61st International Midwest Symposium on Circuits and Systems (MWSCAS) (01.08.2018)
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Conference Proceeding
Fast Optical Proximity Correction Using Graph Convolutional Network With Autoencoders
Cho, Gangmin, Kim, Taeyoung, Shin, Youngsoo
Published in IEEE transactions on semiconductor manufacturing (01.11.2023)
Published in IEEE transactions on semiconductor manufacturing (01.11.2023)
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Journal Article
Integrated Test Pattern Extraction and Generation for Accurate Lithography Modeling
Cho, Gangmin, Kwon, Yonghwi, Kareem, Pervaiz, Shin, Youngsoo
Published in IEEE transactions on semiconductor manufacturing (01.08.2022)
Published in IEEE transactions on semiconductor manufacturing (01.08.2022)
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Journal Article
Block-Level Power Net Routing of Analog Circuit Using Reinforcement Learning
Kim, Taeyoung, Cho, Gangmin, Shin, Youngsoo
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
Published in 2023 IEEE International Symposium on Circuits and Systems (ISCAS) (21.05.2023)
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Conference Proceeding
Fast IR-Drop Prediction of Analog Circuits Using Recurrent Synchronized GCN and Y-Net Model
Lee, Seunggyu, Hyun, Daijoon, Jung, Younggwang, Cho, Gangmin, Shin, Youngsoo
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
Published in 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE) (25.03.2024)
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Conference Proceeding
Simultaneous Clock Wire Sizing and Shield Insertion for Minimizing Routing Blockage
Song, Yoonsang, Cho, Gangmin, Lee, Wonjae, Shin, Youngsoo
Published in 2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD) (10.09.2023)
Published in 2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD) (10.09.2023)
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Conference Proceeding
Routability-Driven Power Distribution Network Synthesis with IR-Drop Budgeting
Lee, Wonjae, Cho, Insu, Cho, Gangmin, Shin, Youngsoo
Published in 2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD) (10.09.2023)
Published in 2023 ACM/IEEE 5th Workshop on Machine Learning for CAD (MLCAD) (10.09.2023)
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Conference Proceeding