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REU Site: BIGDatA - Big Data Analytics for Cyber-physical Systems

REU Site: BIGDatA - Big Data Analytics for Cyber-physical Systems
REU 网站:BIGDatA - 网络物理系统的大数据分析
批准号:
1950121
负责人:
Huiping Cao
金额:
$40.46万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
已结题
起止时间:
2020-03-01 至 2024-04-30
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中文摘要
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英文摘要
The funding renews a Research Experience for Undergraduates (REU) Site at New Mexico State University. Undergraduate students will participate in summer research projects guided by faculty research mentors using state-of-the-art labs and facilities. Cyber-physical systems are real-world systems, such as automotive systems, medical systems, smart homes, and manufacturing systems, that have computer algorithms and software monitoring and controlling them. These systems generate large amounts data that is complex and diverse. Big data analytics are essential to effectively use, protect, and enhance most cyber-physical systems. The REU students will participate in a variety of activities including team-based research projects, training workshops, field trips, conference participation, and other professional development opportunities that will prepare them for research in the timely and important field of big data for cyber-physical systems and prepare them for future careers as computing professionals.The project is led by researchers currently exploring aspects of big data and cyber-physical systems. The research explores big data analytics for cyber-physical systems in three intertwined dimensions: systems and architectures, models and algorithms, and visualization. The research spans four application areas including unmanned systems, smart grids, wireless sensor networks, and smart homes. The goals of the project include: motivating and solidifying students’ interest in computer science and in big data analytics and security for cyber-physical systems; providing students with problem solving and research skills; equipping students with knowledge of data management and data analytics techniques; enhancing self-confidence and self-efficacy of the student participants; equipping students with professional knowledge and skills including communication, teamwork, and ethics; and broadening participation in computing and the computing workforce.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.
期刊论文(5)
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科研奖励(0)
会议论文
Comprehensive Study of Machine Learning Techniques to Predict Flight Energy Consumption for Advanced Air Mobility
机器学习技术的综合研究,以预测先进空中交通的飞行能耗
DOI: 10.2514/6.2024-0534
发表时间: 2024
期刊: AIAA SciTech Forum
影响因子: --
作者: [Selje, Robert A., Gorospe, George E., Sun, Liang]
通讯作者: Sun, Liang
Leveraging Energy Storage Resources to Improve Combined Cycle Gas Turbines Operational Efficiency
利用储能资源提高联合循环燃气轮机的运行效率
DOI: 10.1109/pesgm48719.2022.9917129
发表时间: 2022
期刊: IEEE Power & Energy Society General Meeting (PESGM
影响因子: --
作者: [Wang, Fengyu, Ebarb, Ryan, Morales, Humberto, Lavrova, Olga, Jiang, Yazhou, Sun, Liang, Wu, Zhongyu]
通讯作者: Wu, Zhongyu
Impact of Hydrogen Powered Drones on Advanced Air Mobility
氢动力无人机对先进空中机动性的影响
DOI: 10.2514/6.2023-2676
发表时间: 2023
期刊: AIAA SciTech Forum 2023
影响因子: --
作者: [Coraspe, Daniel, Diaz-Acosta, Samuel, Serrano, Emilio, Banash, Zoey, Sun, Liang]
通讯作者: Sun, Liang
DOI: 10.1109/bdcat56447.2022.00043
发表时间: 2022-12
期刊: 2022 IEEE/ACM International Conference on Big Data Computing, Applications and Technologies (BDCAT)
影响因子: --
作者: [Rafael Baez Ramirez;Sanuj Kumar;Tuan M. V. Le;H. Cao]
通讯作者: Rafael Baez Ramirez;Sanuj Kumar;Tuan M. V. Le;H. Cao
Travel: III: Student Travel Support for 2023 ACM International Conference on Web Search and Data Mining (WSDM)
  • 批准号:
    2245056
  • 项目类别:
    Standard Grant
  • 资助金额:
    $2.0万
  • 财政年份:
    2023
  • 负责人:
    Huiping Cao
  • 依托单位:
Travel: III: Student Travel Support for 2022 ACM International Conference on Web Search and Data Mining (WSDM)
  • 批准号:
    2154473
  • 项目类别:
    Standard Grant
  • 资助金额:
    $2.0万
  • 财政年份:
    2022
  • 负责人:
    Huiping Cao
  • 依托单位:
Preparing Highly Qualified Students with Financial Need for Careers in Computing and Cyber-Security through Evidence-Based Educational Practices
  • 批准号:
    1833630
  • 项目类别:
    Standard Grant
  • 资助金额:
    $396.94万
  • 财政年份:
    2018
  • 负责人:
    Huiping Cao
  • 依托单位:
BIGDATA: Collaborative Research: F: Discovering Context-Sensitive Impact in Complex Systems
  • 批准号:
    1633330
  • 项目类别:
    Standard Grant
  • 资助金额:
    $36.18万
  • 财政年份:
    2016
  • 负责人:
    Huiping Cao
  • 依托单位:
国内基金
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新型WDR5蛋白Win site抑制剂的合理设计、合成及其抗肿瘤活性研究
  • 批准号:
    82103981
  • 项目类别:
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  • 资助金额:
    30.0万元
  • 批准年份:
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  • 负责人:
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基于重要农地保护LESA(Land Evaluation and Site Assessment)体系思想的高标准基本农田建设研究
  • 批准号:
    41340011
  • 项目类别:
    专项基金项目
  • 资助金额:
    20.0万元
  • 批准年份:
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  • 负责人:
    钱凤魁
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