Dr. Peng Xu Profile

Dr. Peng Xu

at Beijing Superstring Academy of Memory Technology

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Author

Publications (7)

Proceedings Article | 10 April 2024 Poster + Paper

Test pattern generation by conditional generative model labeled by image parameters

Tianshuai Qi, Peng Xu, Jingwei Xu, Song Sun, Juan Wei, Guangyu Sun, Zhao Liu, Qingchen Cao, Jiangliu Shi, Zhenjie Yao, Xijin Zhao, Chun Zhang

Proceedings Volume 12954, 129541C (2024) https://doi.org/10.1117/12.3010111

KEYWORDS: Optical proximity correction

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Proceedings Article | 21 November 2023 Poster + Paper

Quantitative study of local MEEF of 2D mask corrected by inverse lithography technology

Futian Wang, Song Sun, Chunlong Yu, Yu Mu, Juan Wei, Xiaonan Liu, Cuixiang Wang, Liang Li, Qingchen Cao, Miao Jiang, Peng Xu, Joshua Jeong, Yilei Zeng, Andy Lan, Jiangliu Shi

Proceedings Volume 12751, 1275117 (2023) https://doi.org/10.1117/12.2686740

KEYWORDS: Optical proximity correction, Lithography, Semiconducting wafers, Resolution enhancement technologies, Logic, Electron beam lithography, Vestigial sideband modulation, Photomask technology, Manufacturing

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Proceedings Article | 21 November 2023 Poster + Paper

SEM image contour extraction with deep learning method

Junhao Gu, Yingying Shang, Peng Xu, Juan Wei, Song Sun, Qingchen Cao, Jiangliu Shi, Xijin Zhao, Chun Zhang

Proceedings Volume 12751, 1275114 (2023) https://doi.org/10.1117/12.2686135

KEYWORDS: Scanning electron microscopy, Contour extraction, Image segmentation, Lithography, Deep learning

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Proceedings Article | 21 November 2023 Poster + Paper

Optimized test pattern selection with machine learning method

Peng Xu, Juan Wei, Jingkang Qin, Jinlai Liu, Guangyu Sun, Song Sun, Cuixiang Wang, Qingchen Cao, Jiangliu Shi

Proceedings Volume 12751, 1275113 (2023) https://doi.org/10.1117/12.2685435

KEYWORDS: Data modeling, Matrices, Optical proximity correction, Machine learning, Lithography, Advanced patterning, Active learning, Process modeling, Deconvolution

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Proceedings Article | 28 April 2023 Poster + Paper

Hybrid deep learning OPC framework with generative adversarial network

Qingchen Cao, Peng Xu, Juan Wei, Ruihua Liu, Fu Li, Jingjing Fan, Chunlong Yu, Zhifeng Li, Jiangliu Shi, Yayi Wei

Proceedings Volume 12495, 124951R (2023) https://doi.org/10.1117/12.2658271

KEYWORDS: Optical proximity correction, Photomasks, Design and modelling, Lithography, Deep learning, Adversarial training, Machine learning

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Proceedings Article | 28 April 2023 Paper

Optical proximity correction with the conditional Wasserstein GAN

Pengpeng Yuan, Peng Xu, Yayi Wei

Proceedings Volume 12495, 124951F (2023) https://doi.org/10.1117/12.2657584

KEYWORDS: Optical proximity correction, Neural networks, Machine learning, Adversarial training, Batch normalization, Statistical analysis, Semiconductors, Microelectronics

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SPIE Journal Paper | 19 January 2023

Curvilinear mask optimization with refined generative adversarial nets

Qingchen Cao, Peng Xu, Song Sun, Jianfang He, Juan Wei, Jiangliu Shi, Yayi Wei

JM3, Vol. 22, Issue 01, 013201, (January 2023) https://doi.org/10.1117/12.10.1117/1.JMM.22.1.013201

KEYWORDS: Gallium nitride, Optical proximity correction, Design and modelling, Lithography, Education and training, Source mask optimization, Model-based design, Computer simulations, Contour modeling, Adversarial training

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Showing 5 of 7 publications

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