MRI: Acquisition of a high-performance computing instrument to support deep learning, modeling/simulation, and visualization for STEM
MRI:购买高性能计算仪器以支持 STEM 的深度学习、建模/模拟和可视化
基本信息
- 批准号:1919478
- 负责人:
- 金额:$ 35万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2019
- 资助国家:美国
- 起止时间:2019-10-01 至 2024-09-30
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This project, acquiring an instrument for high performance computing, aims to support computational needs for deep learning, modeling, and visualization projects. The instrument is expected to drastically speed up projects that are now limited by available computational resources, as well as enable projects to be undertaken that currently cannot be done with existing resources in a reasonable amount of time, if at all. Deep learning training times can expect several orders of magnitude improvement, as can simulation and modeling, data mining, and preparation of visualizations and demonstrations. Deep learning models and scientific simulations that are too large to be run on current campus computing resources will be possible with the instrument.The following contributions are expected in this state, which is part of the Established Program to Stimulate Competitive Research (EPSCoR): - Scientific advances - for example, in understanding the influence of large-scale circulation patterns on physical structures and ecological habitats; the increased use of deep learning in STEM projects; - Emergence of new forms of understanding of data and models via emerging visualization techniques; - Outreach to K-16 education and the public through web-based dynamic visualizations; - Training of undergraduate and graduate students across science, technology, engineering, and mathematics (STEM) disciplines using the methodologies mentioned as well as the use of advanced computational tools; and - Enhanced access to computational resources in underserved rural communities throughout Maine.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.
该项目获得了一种高性能计算工具,旨在支持深度学习,建模和可视化项目的计算需求。预计该工具将大大加快目前受可用计算资源限制的项目,并使目前无法在合理的时间内利用现有资源完成的项目得以开展。深度学习训练时间可以预期几个数量级的改进,模拟和建模,数据挖掘以及可视化和演示的准备也可以。深度学习模型和科学模拟太大,无法在当前的校园计算资源上运行,该仪器将成为可能。在这个州,这是刺激竞争研究的既定计划(EPSCoR)的一部分,预计将做出以下贡献:-科学进步-例如,在理解大规模环流模式对物理结构和生态栖息地的影响方面;在STEM项目中越来越多地使用深度学习; -通过新兴的可视化技术,出现了对数据和模型的新形式的理解; - 通过基于网络的动态可视化向K-16教育和公众进行宣传; - 使用上述方法以及使用先进的计算工具,对科学、技术、工程和数学(STEM)学科的本科生和研究生进行培训; - 在整个缅因州服务不足的农村社区中增强对计算资源的访问。该奖项反映了NSF的法定使命,并通过使用基金会的知识价值和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(1)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Context-Dependent Deep Learning
上下文相关的深度学习
- DOI:10.21494/iste.op.2021.0690
- 发表时间:2021
- 期刊:
- 影响因子:0
- 作者:Turner, Roy M.;Loftin, Cynthia;Revello, Alexander;Kline, Logan R.;Lewis, Meredith A.;Sekeh, Salimeh Yasaei
- 通讯作者:Sekeh, Salimeh Yasaei
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Roy Turner其他文献
The World in a Grain of Sand: Studies in Conversational Order@@@Studies in Discourse Analysis.@@@Conversational Organization: Interaction Between Speakers and Hearers.@@@Discourse Strategies: Studies in International Sociolinguistics.@@@Communicative Acts and Shared Knowledge in Natural Discourse.
一粒沙中的世界:会话秩序研究@@@话语分析研究。@@@会话组织:说话者与听者之间的互动。@@@话语策略:国际社会语言学研究。@@@交际行为与共享
- DOI:
10.2307/2068265 - 发表时间:
1984 - 期刊:
- 影响因子:0
- 作者:
Roy Turner;Malcolm Coulthard;Martin Montgomery;Charles Goodwin;J. Gumperz;Marga Kreckel - 通讯作者:
Marga Kreckel
European Paediatric Formulation Initiative (EuPFI)—Formulating Ideas for Better Medicines for Children
- DOI:
10.1208/s12249-016-0584-1 - 发表时间:
2016-07-15 - 期刊:
- 影响因子:4.000
- 作者:
Smita Salunke;Fang Liu;Hannah Batchelor;Jenny Walsh;Roy Turner;Tzuchi Rob Ju;Catherine Tuleu - 通讯作者:
Catherine Tuleu
Path towards efficient paediatric formulation development based on partnering with clinical pharmacologists and clinicians, a c4c expert group White paper.
c4c 专家组白皮书《基于与临床药理学家和临床医生合作的高效儿科制剂开发之路》。
- DOI:
10.22541/au.161911326.60007239/v1 - 发表时间:
2021 - 期刊:
- 影响因子:5.8
- 作者:
Jennifer Walsh;Daniel Schaufelberger;Sonia Lurian;Sandra Klein;Hannah Batchelor;Roy Turner;S. Gizurarson;Luigi Boltri;E. Alessandrini;C. Tuleu - 通讯作者:
C. Tuleu
Observation, esoteric knowledge, and automobiles
- DOI:
10.1007/bf02331798 - 发表时间:
1980-12-01 - 期刊:
- 影响因子:1.000
- 作者:
Wesley W. Sharrock;Roy Turner - 通讯作者:
Roy Turner
Evaluation of the need for and criteria within a paediatric biopharmaceutics classification system: Results of a survey
- DOI:
10.1016/j.ijpharm.2016.06.067 - 发表时间:
2016-09-25 - 期刊:
- 影响因子:
- 作者:
Hannah Batchelor;Terry Ernest;Talia Flanagan;Sandra Klein;Roy Turner;David Storey; on behalf of the EuPFI (European Paediatric Formulation Initiative) - 通讯作者:
on behalf of the EuPFI (European Paediatric Formulation Initiative)
Roy Turner的其他文献
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{{ truncateString('Roy Turner', 18)}}的其他基金
An Intelligent Reactive Controller for Ocean Science Autonomous Underwater Vehicles
海洋科学自主水下航行器智能反应控制器
- 批准号:
9596177 - 财政年份:1995
- 资助金额:
$ 35万 - 项目类别:
Continuing grant
An Intelligent Reactive Controller for Ocean Science Autonomous Underwater Vehicles
海洋科学自主水下航行器智能反应控制器
- 批准号:
9696044 - 财政年份:1995
- 资助金额:
$ 35万 - 项目类别:
Continuing Grant
An Intelligent Reactive Controller for Ocean Science Autonomous Underwater Vehicles
海洋科学自主水下航行器智能反应控制器
- 批准号:
9211914 - 财政年份:1993
- 资助金额:
$ 35万 - 项目类别:
Continuing Grant
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