CAREER: Understanding and Modeling of Cryogenic Semiconductor Device Physics down to 4.2K
CAREER: Understanding and Modeling of Cryogenic Semiconductor Device Physics down to 4.2K
批准号:
2046220
负责人:
Hiu Yung Wong
金额:
$50.0万
依托单位国家:
美国
项目类别:
Continuing Grant
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-07-01 至 2026-06-30
中文摘要
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英文摘要
Cryogenic semiconductor devices and Complementary Metal-Oxide-Semiconductors (cryo-CMOS) that operate at temperatures down to 4.2K are crucial to the success of certain emerging technologies. For example, cryo-CMOS are suitable peripheral circuits candidates for quantum computers (QC) as well as for deep space exploration. However, critical elements of cryo-CMOS device physics remain unclear and their design is still mostly based on analytical equations. Moreover, cryogenic electronics education is not particularly present in most Electrical Engineering programs. The objectives of this project are, therefore, to close the critical knowledge gaps in cryo-CMOS device physics, develop new, efficient and effective models to facilitate cryo-CMOS innovation in Technology Computer-Aided Design (TCAD) that has been the powerhouse of CMOS development for decades, and to educate a diverse cryogenic electronics workforce. Successful implementation will enhance cryogenic experiments at San Jose State University, an underrepresented minority (URM)-serving institution in the California State University (CSU) system and will train students in state-of-the-art cryogenic measurements and simulations. A diverse research team of URM undergraduate students will perform the measurement, TCAD simulations, and code development. A new cryo-CMOS and QC session will be created in the Silicon Valley Women in Engineering (WiE) Conference. Students will co-present the findings at the seminar of the Electron Device Society to the engineers in Silicon Valley. A free summer course to introduce cryo-CMOS and QC will be introduced to socially and economically disadvantaged high school students in the local area, and build a pipeline of future students in quantum computing to create a diverse workforce and become an economic driver for vulnerable communities. The new classes and outreach course evaluation results will be published to share with education communities.To achieve the goals, 65nm test chips with innovative test structures will be measured down to 4.2K. TCAD and ab initio simulations will be used to verify various cryogenic theories. A new autoencoder framework will be developed for automatic calibration. Additional chip with known fabrication conditions will be used to verify and improve the research results. This work will settle a long-standing controversy in the field, namely the origin of abnormal subthreshold swing (SS), resulting in important breakthroughs and generating new knowledge in cryo-CMOS device physics. An accurate, complete, and practical set of TCAD models will be developed to facilitate the development and optimization of cryo-CMOS for emerging technologies such as quantum computers. The finding of the origin of abnormal SS will lead to new research in interface and band structure engineering, potentially opening up an entirely new research field. Accurate and robust simulation models for mobility and field-dependent ionization will be derived which will facilitate the development of novel cryogenic electronic devices. The proposed complete set of models and robust settings will enable TCAD to accelerate the development of automation tools for high performance and reliable cryogenic integrated circuit designs. The success of this project will pave the path to sub-4.2K modeling of cryo-CMOS for the ultimate co-integration of quantum computers and CMOS.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
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DOI:
10.1109/led.2022.3207784
发表时间:
2022-11
期刊:
IEEE Electron Device Letters
影响因子:
4.9
作者:
[Vasu Eranki;Nathan Yee;H. Wong]
通讯作者:
Vasu Eranki;Nathan Yee;H. Wong
TCAD Modeling of Cryogenic nMOSFET ON-State Current and Subthreshold Slope
低温 nMOSFET 导通状态电流和亚阈值斜率的 TCAD 建模
DOI:
10.1109/sispad54002.2021.9592586
发表时间:
2021
期刊:
2021 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD
影响因子:
--
作者:
[Dhillon, Prabjot, Dao, Nguyen Cong, Leong, Philip H., Wong, Hiu Yung]
通讯作者:
Wong, Hiu Yung
Comparison of Manifold Learning Algorithms for Rapid Circuit Defect Extraction in SPICE-Augmented Machine Learning
SPICE 增强机器学习中快速电路缺陷提取的流形学习算法比较
DOI:
10.1109/wmed55302.2022.9758032
发表时间:
2022
期刊:
2022
影响因子:
--
作者:
[Eranki, Vasu, Lu, Thomas, Wong, Hiu Yung]
通讯作者:
Wong, Hiu Yung
Rapid MOSFET Contact Resistance Extraction From Circuit Using SPICE-Augmented Machine Learning Without Feature Extraction
使用 SPICE 增强机器学习从电路中快速提取 MOSFET 接触电阻,无需特征提取
DOI:
10.1109/ted.2021.3123092
发表时间:
2021
期刊:
IEEE Transactions on Electron Devices
影响因子:
3.1
作者:
[Lu, Thomas, Kanchi, Varada, Mehta, Kashyap, Oza, Sagar, Ho, Tin, Wong, Hiu Yung]
通讯作者:
Wong, Hiu Yung
Study of using Quantum Computer to Solve Poisson Equation in Gate Insulators
利用量子计算机求解栅绝缘体泊松方程的研究
DOI:
10.1109/sispad54002.2021.9592604
发表时间:
2021
期刊:
2021 International Conference on Simulation of Semiconductor Processes and Devices (SISPAD
影响因子:
--
作者:
[Morrell, Hector Jose, Wong, Hiu Yung]
通讯作者:
Wong, Hiu Yung
共 9 条
国内基金
海外基金
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资助金额:--
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负责人:Noshaba Aziz
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依托单位:
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批准号:
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项目类别:省市级项目
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批准年份:2022
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负责人:Nicola Rosario Napolitano
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依托单位:
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批准号:12005059
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项目类别:青年科学基金项目
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批准年份:2020
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负责人:国分隆文
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依托单位: