教育背景
2010年2月-2015年2月,美國(guó)紐約州立大學(xué)布法羅分校,電子工程系,博士
2009年9月-2011年2月,美國(guó)紐約州立大學(xué)布法羅分校,電子工程系,碩士
2004年9月-2008年6月,南京理工大學(xué),電子信息工程系,學(xué)士
工作簡(jiǎn)歷
2021年4月-至今,中國(guó)科學(xué)院微電子研究所,研究員
2018年1月-2021年3月,中國(guó)科學(xué)院微電子研究所,副研究員
2015年5月-2018年1月,美國(guó)格羅方德紐約研發(fā)中心,高級(jí)工程師
集成電路智能制造、工藝仿真EDA技術(shù)、人工智能算法
1、國(guó)家自然科學(xué)基金面上項(xiàng)目,面向3納米制程的機(jī)器學(xué)習(xí)勢(shì)大體系原子級(jí)刻蝕工藝仿真與機(jī)理研究,2025-2028,項(xiàng)目負(fù)責(zé)人
2、中國(guó)科學(xué)院全球共性挑戰(zhàn)專項(xiàng),面向三維集成電路智能制造的材料工藝器件協(xié)同優(yōu)化技術(shù)(AI-MTCO),2025-2027,項(xiàng)目負(fù)責(zé)人
3、中國(guó)科學(xué)院未來(lái)伙伴網(wǎng)絡(luò)專項(xiàng),集成電路先進(jìn)制造TCAD多尺度工藝仿真技術(shù)研究,2025-2027,項(xiàng)目負(fù)責(zé)人
4、北方集創(chuàng)項(xiàng)目,面向先進(jìn)制程的TCAD工藝器件仿真與工藝驗(yàn)證,2023-2025,項(xiàng)目負(fù)責(zé)人
5、所人才計(jì)劃,人工智能驅(qū)動(dòng)集成電路工藝器件TCAD仿真, 2023-2025,項(xiàng)目負(fù)責(zé)人
6、國(guó)家重點(diǎn)研發(fā)計(jì)劃,顯示應(yīng)用中薄膜晶體管及有機(jī)發(fā)光二極管器件工藝全流程仿真技術(shù),2023-2026,任務(wù)負(fù)責(zé)人
7、院先導(dǎo)項(xiàng)目,集成電路基礎(chǔ)器件仿真軟件與系統(tǒng)集成設(shè)計(jì),2023-2025,核心骨干
8、國(guó)家自然科學(xué)基金面上項(xiàng)目,集成電路關(guān)鍵圖形工藝的模型研究,2019-2022
9、中國(guó)科學(xué)院高層次人才引進(jìn)計(jì)劃,2018-2023,項(xiàng)目負(fù)責(zé)人
10、HW合作項(xiàng)目,先進(jìn)技術(shù)節(jié)點(diǎn)ALE仿真模型及工藝驗(yàn)證,2021-2022,項(xiàng)目負(fù)責(zé)人
11、京東方合作項(xiàng)目,PECVD輪廓仿真軟件開發(fā),2020-2021,項(xiàng)目負(fù)責(zé)人
12、院先導(dǎo)項(xiàng)目,計(jì)算光刻工藝模型和版圖優(yōu)化,2021-2023,核心骨干
代表性論文:
1.?Zemeng Feng?, Ziyi Hu1?, Tong Yu?, Panpan Lai, Rui Ge, Hua Shao, Dashan Shang, Zhiqiang Li, Kui Xu, Junjie Li*, Rui Chen*, and Ling Li, First large-scale (68×25×5 nm3) atomistic modeling for accurate and efficient etching process based on machine learning molecular dynamics (MLMD). 2024 IEEE International Electron Devices Meeting (IEDM). IEEE, 2024.
2.??Ziyi Hu, Junjie Li, Rui Chen*, Dashan Shang, Yayi Wei*, Zhongrui Wang*, Ling Li, Lado Filipovic, A two-step dry etching model for non-uniform etching profile in gate-all-around field-effect transistor manufacturing. Small, 2024, 2405574.
3.?Zhenjie Yao, Ziyi?Hu, Panpan Lai, Fengling Qin, Wenrui Wang, Zhicheng Wu, Lingfei Wang, Hua Shao, Yongfu Li, Zhiqiang Li, Zhongming Liu, Junjie Li*, Rui Chen*, Ling Li, Etching process prediction based on cascade recurrent neural network. Engineering Applications of Artificial Intelligence, 139 (2025): 109590.
4.?Hua Shao, Tobias Reiter, Rui Chen*, Junjie Li*, Ziyi Hu, Yayi Wei*, Ling Li, Lado Filipovic, Loading Effect during SiGe/Si Stack Selective Isotropic Etching for Gate-All-Around Transistors. ACS Applied Electronic Materials 6.11 (2024): 8124-8133.
5.?Ziyi Hu, Lado Filipovic, Junjie Li, Lingfei Wang, Zhicheng Wu, Rui Chen*, Yayi Wei*, and Ling Li, Modeling Non-Uniformity During Two-Step Dry Etching of Si/SiGe Stacks for Gate-All-Around FETs. 2024 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD). IEEE, 2024: 1-4.
6.?Jichang Yang?, Hegan Chen1?, Jia Chen, Songqi Wang, Shaocong Wang, Yifei Yu, Bo Wang, Ning Lin, Xinyuan Zhang, Rui Chen, Zhongrui Wang*, Dashan Shang*, Han Wang*, Qi Liu, and Ming Liu, Conditional Diffision Model Acceleration with First-Demonstrated RRAM-based In-memory Neural Differential Equation Solver. 2024 IEEE International Electron Devices Meeting (IEDM). IEEE, 2024.
7.?Qing Zhang, Yuhang Zhang, Rui Chen, Wei Lu, Huajie Huang, Zhiqiang Li*, and Yongfu Li*, pFed-Litho: Lithography Modeling With a Personalized Federated Learning Based Framework.?IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems?(2024).
8.? Ziyi Hu, Hua Shao*, Junjie Li, Panpan Lai, Wenrui Wang, Chen Li, Qi Yan, Xiaobin He, Junfeng Li, Tao Yang, Rui Chen*, Yayi Wei*, Modeling of Micro-trenching and Bowing Effects in Nano-scale Si Inductively Coupled Plasma?Etching Process, Journal of Vacuum Science & Technology A, 41(6) (2023).
9.? Enxu Liu, Junjie Li*, Na Zho, Rui Chen*, Hua Shao, Jianfeng Gao, Qingzhu Zhang, Zhenzhen Kong, Hongxiao Lin, Chenchen Zhang, Panpan Lai, Chaoran Yang, Yang Liu, Guilei Wang*, Chao Zhao, Tao Yang, Huaxiang Yin, Junfeng Li, Jun Luo, Wenwu Wang, Study of Selective Dry Etching Effects of 15-Cycle Si0.7Ge0.3/Si Multilayer Structure in Gate-All-Around Transistor Process, Nanomaterials, 13(14):2127?(2023).
10.?Hua Shao, Rui Chen*, Lisong Dong, Chen Li, Qi Yan, Taian Fan, and Yayi Wei*, High Accuracy Simulation of Silicon Oxynitride Film Grown by Plasma Enhanced Chemical Vapor Deposition, IEEE Transactions on Semiconductor Manufacturing, 35(2): 309-317 (2022)
2023年?中國(guó)科學(xué)院青年國(guó)際合作人才
2023年?微電子所優(yōu)秀員工
2022年 微電子所“研究生喜愛的導(dǎo)師”
2021年 南京市“講理想、比貢獻(xiàn)”先進(jìn)個(gè)人
2021年 微電子所先導(dǎo)中心“科研之星”
2020年 微電子所優(yōu)秀員工
2018年 中國(guó)科學(xué)院海外人才引進(jìn)
人才隊(duì)伍