Tianyang Gai

发表

Semi-supervised hotspot detection with self-paced multi-task learning

Ying Chen, Yayi Wei, David Z. Pan, 2019, ASP-DAC.

SoulNet: ultrafast optical source optimization utilizing generative neural networks for advanced lithography

Yayi Wei, David Z. Pan, Lisong Dong, 2019, Journal of Micro/Nanolithography, MEMS, and MOEMS.

Hybrid hotspot library building based on optical and geometry analysis at early stage for new node development

Ying Chen, Yayi Wei, Xiaojing Su, 2018, Advanced Lithography.

Semisupervised Hotspot Detection With Self-Paced Multitask Learning

Yayi Wei, David Z. Pan, Yibo Lin, 2020, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Sample patterns extraction from layout automatically based on hierarchical cluster algorithm for lithography process optimization

Ying Chen, Yayi Wei, Lisong Dong, 2019, Advanced Lithography.

Understanding and Mitigating Stress Memorization Technique of Induced Layout Dependencies for NMOS HKMG Device

Ping Li, Lisong Dong, Rui Chen, 2021, IEEE Journal of the Electron Devices Society.

Aberration analysis and compensate method of fully connected neural network in deep ultraviolet lithography

Tianyang Gai, Pengzheng Gao, Shuang Zhang, 2021, Optical Engineering.

Hotspot detection in large-scale layout with proposal sampling and feature parameters optimization

Xiaojing Su, Tianyang Gai, Yayi Wei, 2021, Journal of Micro/Nanopatterning, Materials, and Metrology.

Data augmentation in hotspot detection based on generative adversarial network

Yayi Wei, Xiaojing Su, Tianyang Gai, 2021, Journal of Micro/Nanopatterning, Materials, and Metrology.

Projection-based high coverage fast layout decomposing algorithm of metal layer for accelerating lithography friendly design at full chip level

Yayi Wei, Xiaojing Su, Rui Chen, 2021, Journal of Micro/Nanopatterning, Materials, and Metrology.

Source mask optimization based on design pattern library at 7nm technology node

Yayi Wei, Xiaojing Su, Rui Chen, 2021, Design-Process-Technology Co-optimization XV.

Litho-aware redundant local-loop insertion framework with convolutional neural network

Yayi Wei, Yibo Lin, Xiaojing Su, 2021, Photomask Technology.

Multi-level layout hotspot detection based on multi-classification with deep learning

Yayi Wei, Tianchun Ye, Xiaojing Su, 2021 .