Travel: Workshop on Shared Infrastructure for Machine Learning Electronic Design Automation
旅行:机器学习电子设计自动化共享基础设施研讨会
基本信息
- 批准号:2310319
- 负责人:
- 金额:$ 1万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2023
- 资助国家:美国
- 起止时间:2023-03-01 至 2024-02-29
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
This award will cover the travel expenses for a workshop on shared infrastructure for development of Machine Learning (ML) tools for Electronic Design Automation (EDA). Although machine learning techniques have demonstrated their effectiveness in EDA applications and been adopted in industry, such developments face the bottleneck of tremendous data preparation cost. In addition, private infrastructures hinder the comparability and reproducibility of related results of research. This workshop will bring together related students, academic researchers, industrial experts and government officials to discuss the needs, challenges and solutions regarding shared infrastructure for Machine Learning for Electronic Design Automation and outline a roadmap for future action items. The workshop participants will include attendees from a diversity of population including women, and members of underrepresented groups. The workshop summary report will be disseminated for public consumption.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.
这项奖励将用于支付为电子设计自动化(EDA)开发机器学习(ML)工具的共享基础设施研讨会的差旅费。虽然机器学习技术已经在EDA应用中证明了其有效性,并被工业采用,但这种发展面临着巨大的数据准备成本的瓶颈。此外,私营基础设施阻碍了相关研究成果的可比性和再现性。本次研讨会将汇集相关学生、学术研究人员、行业专家和政府官员,讨论电子设计自动化机器学习共享基础设施的需求、挑战和解决方案,并为未来的行动项目勾勒出路线图。讲习班的参加者将包括来自不同人口群体的与会者,包括妇女,以及代表人数不足的群体的成员。研讨会总结报告将分发给公众阅读。这一奖项反映了NSF的法定使命,并通过使用基金会的智力优势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(0)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
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Jiang Hu其他文献
Involvement of RbAp48 in erythroid differentiation of murine erythroleukemia cells induced by sodium butyrate
RbAp48参与丁酸钠诱导小鼠红白血病细胞向红系分化的研究
- DOI:
- 发表时间:
2014 - 期刊:
- 影响因子:2.9
- 作者:
WU;Ling Cao;Jiang Hu;J. Xue;Ting;Ya;Tao Chen;Jie Wang;Fukun Zhao;Shi - 通讯作者:
Shi
Central Limit Theorem for Mutual Information of Large MIMO Systems With Elliptically Correlated Channels
具有椭圆相关信道的大型MIMO系统互信息的中心极限定理
- DOI:
10.1109/tit.2019.2913760 - 发表时间:
2019-05 - 期刊:
- 影响因子:2.5
- 作者:
Jiang Hu;Weiming Li;Wang Zhou - 通讯作者:
Wang Zhou
Multi-scale numerical simulation analysis for influence of combined leaching and frost deteriorations on mechanical properties of concrete
淋溶与霜冻联合劣化对混凝土力学性能影响的多尺度数值模拟分析
- DOI:
10.1108/mmms-03-2016-0013 - 发表时间:
2016 - 期刊:
- 影响因子:2
- 作者:
Jiang Hu - 通讯作者:
Jiang Hu
Nonlinear finite-element-based structural system failure probability analysis methodology for gravity dams considering correlated failure modes
考虑相关失效模式的重力坝非线性有限元结构系统失效概率分析方法
- DOI:
10.1007/s11771-017-3419-7 - 发表时间:
2017-02 - 期刊:
- 影响因子:4.4
- 作者:
Jiang Hu;Fuheng Ma;Suhua Wu - 通讯作者:
Suhua Wu
Comprehensive investigation of leakage problems for concrete gravity dams with penetrating cracks based on detection and monitoring data: A case study
基于检测监测数据的混凝土重力坝贯穿裂缝渗漏问题综合排查——以案例研究
- DOI:
10.1002/stc.2127 - 发表时间:
2018-04 - 期刊:
- 影响因子:5.4
- 作者:
Jiang Hu;Fuheng Ma;Suhua Wu - 通讯作者:
Suhua Wu
Jiang Hu的其他文献
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{{ truncateString('Jiang Hu', 18)}}的其他基金
Collaborative Research: SHF: Medium: Automated energy-efficient sensor data winnowing using native analog processing
协作研究:SHF:中:使用本机模拟处理进行自动节能传感器数据筛选
- 批准号:
2212346 - 财政年份:2022
- 资助金额:
$ 1万 - 项目类别:
Continuing Grant
Collaborative Research: SHF: Medium: Revitalizing EDA from a Machine Learning Perspective
合作研究:SHF:媒介:从机器学习的角度振兴 EDA
- 批准号:
2106725 - 财政年份:2021
- 资助金额:
$ 1万 - 项目类别:
Standard Grant
RTML: Small: Real-Time Model-Based Bayesian Reinforcement Learning
RTML:小型:基于实时模型的贝叶斯强化学习
- 批准号:
1937396 - 财政年份:2019
- 资助金额:
$ 1万 - 项目类别:
Standard Grant
STARSS: Small: Collaborative: Physical Design for Secure Split Manufacturing of ICs
STARSS:小型:协作:IC 安全分割制造的物理设计
- 批准号:
1618824 - 财政年份:2016
- 资助金额:
$ 1万 - 项目类别:
Standard Grant
SHF: Small: Collaborative Research: Variation-Resilient VLSI Systems with Cross-Layer Controlled Approximation
SHF:小型:协作研究:具有跨层控制逼近的抗变化 VLSI 系统
- 批准号:
1525749 - 财政年份:2015
- 资助金额:
$ 1万 - 项目类别:
Standard Grant
Design Automation for Cost-Effective Implementation of Adaptive Integrated Circuits
用于经济高效地实现自适应集成电路的设计自动化
- 批准号:
1255193 - 财政年份:2013
- 资助金额:
$ 1万 - 项目类别:
Continuing Grant
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