BD Spokes: SPOKE: MIDWEST: Collaborative: Integrative Materials Design (IMaD): Leverage, Innovate, and Disseminate
BD 辐条:辐条:中西部:协作:集成材料设计 (IMaD):利用、创新和传播
基本信息
- 批准号:1636910
- 负责人:
- 金额:$ 2.75万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2017
- 资助国家:美国
- 起止时间:2017-02-15 至 2021-01-31
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Materials innovation is a pipeline, deriving from a deep understanding and control of material behavior and properties, leading to advanced materials designs that advance economic prosperity, address national and regional energy needs, and bolster national security. Improving this pipeline requires connecting independent but thematically congruent national and regional materials design efforts to align key stakeholders, consolidate diverse materials data expertise, simplify data access, coalesce on topics of data description and interoperability, enhance and ensure the quality of datasets, and deploy scalable data services to support materials researchers. The Midwest Big Data Spoke (MBD Spoke) for Integrative Materials Design (IMaD) connects researchers in industry, universities, and government to the people and services needed to easily find, access, and use data, tools, and services for materials design. The Midwest is the ideal place for such a program. Many major national materials design efforts funded by DOE, NIST, and NSF as part of the Materials Genome Initiative (MGI) operate in the Midwest, and the Midwest is home to major manufacturing industries that depend critically on materials innovation for their continued competitiveness.The technical work of IMaD will involve integration of software and services from across the Midwest and beyond, including the Materials Commons, the Materials Data Facility, NIST Materials Resource Registry, and Citrine Informatics, to enable smooth flow of software and data among these different systems. For example, integrated authentication provided by Globus Auth will enable access to different components with common credentials (e.g., institutional credentials), and integration of Globus transfer will allow for rapid and reliable exchange of large datasets. Common schemas and metadata terms will be developed and deployed to permit cross-system searching and display of information. Materials data from partners across the Midwest and beyond will be loaded into the Material Data Facility to permit easy discovery and access. Concurrently with these and other development activities, a series of workshops and meetings will be convened to engage academic, government, and industry participants in defining requirements for, and making use of, the integrated system for materials design.This award received co-funding from the Math and Physical Sciences Directorate (MPS) Division of Materials Research (DMR).
材料创新是一条管道,源于对材料行为和性质的深刻理解和控制,导致先进的材料设计,促进经济繁荣,满足国家和地区的能源需求,并加强国家安全。改善这一渠道需要将独立但主题一致的国家和区域材料设计工作联系起来,以协调主要利益攸关方,整合不同的材料数据专门知识,简化数据获取,就数据描述和互操作性专题达成一致,加强和确保数据集的质量,并部署可扩展的数据服务,以支持材料研究人员。针对集成材料设计(IMAD)的中西部大数据分支(MBD SPEED)将行业、大学和政府的研究人员与所需的人员和服务联系起来,以便轻松查找、访问和使用材料设计的数据、工具和服务。中西部地区是此类项目的理想之地。作为材料基因组计划(MGI)的一部分,美国能源部、NIST和NSF资助了许多重大的国家材料设计工作,这些工作在中西部开展,中西部是主要制造业的大本营,这些行业严重依赖材料创新来保持竞争力。IMAD的技术工作将涉及整合来自中西部和其他地区的软件和服务,包括材料共用、材料数据设施、NIST材料资源注册和Citrin Informatics,以使软件和数据在这些不同的系统之间顺利流动。例如,Globus Auth提供的集成身份验证将允许访问具有公共凭据(例如,机构凭据)的不同组件,而Globus Transfer的集成将允许快速可靠地交换大型数据集。将开发和部署通用模式和元数据术语,以便跨系统搜索和显示信息。来自中西部和其他地区合作伙伴的材料数据将被加载到材料数据设施中,以便轻松发现和访问。与这些和其他开发活动同时,将召开一系列研讨会和会议,让学术界、政府和行业参与者定义和使用材料设计的综合系统。该奖项由数学和物理科学局(MPS)材料研究部(DMR)共同资助。
项目成果
期刊论文数量(0)
专著数量(0)
科研奖励数量(0)
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专利数量(0)
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Dane Morgan其他文献
Predicting performance of object detection models in electron microscopy using random forests
使用随机森林预测电子显微镜中物体检测模型的性能
- DOI:
10.1039/d4dd00351a - 发表时间:
2025-01-31 - 期刊:
- 影响因子:5.600
- 作者:
Ni Li;Ryan Jacobs;Matthew Lynch;Vidit Agrawal;Kevin Field;Dane Morgan - 通讯作者:
Dane Morgan
Best practices for fitting machine learning interatomic potentials for molten salts: A case study using NaCl-MgCl<sub>2</sub>
- DOI:
10.1016/j.commatsci.2024.113409 - 发表时间:
2025-01-01 - 期刊:
- 影响因子:
- 作者:
Siamak Attarian;Chen Shen;Dane Morgan;Izabela Szlufarska - 通讯作者:
Izabela Szlufarska
A practical guide to machine learning interatomic potentials – Status and future
机器学习原子间势的实用指南——现状与未来
- DOI:
10.1016/j.cossms.2025.101214 - 发表时间:
2025-03-01 - 期刊:
- 影响因子:13.400
- 作者:
Ryan Jacobs;Dane Morgan;Siamak Attarian;Jun Meng;Chen Shen;Zhenghao Wu;Clare Yijia Xie;Julia H. Yang;Nongnuch Artrith;Ben Blaiszik;Gerbrand Ceder;Kamal Choudhary;Gabor Csanyi;Ekin Dogus Cubuk;Bowen Deng;Ralf Drautz;Xiang Fu;Jonathan Godwin;Vasant Honavar;Olexandr Isayev;Brandon M. Wood - 通讯作者:
Brandon M. Wood
Tradipitant effective in the reduction of vomiting associated with motion sickness across varied sea conditions
- DOI:
10.1016/j.jns.2023.121099 - 发表时间:
2023-12-01 - 期刊:
- 影响因子:
- 作者:
Vasilios Polymeropoulos;Margaret Bushman;Dane Morgan;Leah Kiely;Cameron Miller;Elizabeth Sutherland;Abigail Goldberg;Tanner Davis;Raina Mourad;Nikolas Pham;Changfu Xiao;Christos Polymeropoulos;Gunther Birznieks;Mihael Polymeropoulos - 通讯作者:
Mihael Polymeropoulos
How close are the classical two-body potentials to ab initio calculations? Insights from linear machine learning based force matching.
基于线性机器学习的力匹配的见解与经典的二体势有多接近?
- DOI:
- 发表时间:
2023 - 期刊:
- 影响因子:4.4
- 作者:
Zheng Yu;Ajay Annamareddy;Dane Morgan;Bu Wang - 通讯作者:
Bu Wang
Dane Morgan的其他文献
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{{ truncateString('Dane Morgan', 18)}}的其他基金
Collaborative Research: CyberTraining: Implementation: Medium: The Informatics Skunkworks Program for Undergraduate Research at the Interface of Data Science and Materials Science
合作研究:网络培训:实施:媒介:数据科学和材料科学接口本科生研究信息学 Skunkworks 计划
- 批准号:
2017072 - 财政年份:2020
- 资助金额:
$ 2.75万 - 项目类别:
Standard Grant
Collaborative Research: Framework: Machine Learning Materials Innovation Infrastructure
合作研究:框架:机器学习材料创新基础设施
- 批准号:
1931298 - 财政年份:2019
- 资助金额:
$ 2.75万 - 项目类别:
Standard Grant
DMREF: High Throughput Design of Metallic Glasses with Physically Motivated Descriptors
DMREF:具有物理激励描述符的金属玻璃的高通量设计
- 批准号:
1728933 - 财政年份:2017
- 资助金额:
$ 2.75万 - 项目类别:
Standard Grant
Collaborative Research: Helium Diffusion in Lower Mantle Minerals
合作研究:下地幔矿物中的氦扩散
- 批准号:
1265283 - 财政年份:2013
- 资助金额:
$ 2.75万 - 项目类别:
Standard Grant
SI2-SSI: Collaborative Research: A Computational Materials Data and Design Environment
SI2-SSI:协作研究:计算材料数据和设计环境
- 批准号:
1148011 - 财政年份:2012
- 资助金额:
$ 2.75万 - 项目类别:
Standard Grant
Collaborative Research: Determination of Ni-Fe-Cr Species Dependent Transport Through Control of Temperature, Irradiation, and Grain Size
合作研究:通过控制温度、辐照度和晶粒尺寸来测定 Ni-Fe-Cr 物种依赖性传输
- 批准号:
1105640 - 财政年份:2011
- 资助金额:
$ 2.75万 - 项目类别:
Continuing Grant
CSEDI Collaborative Research: Valence state of iron in the lower mantle
CSEDI合作研究:下地幔铁的价态
- 批准号:
0966899 - 财政年份:2010
- 资助金额:
$ 2.75万 - 项目类别:
Continuing Grant
Collaborative Research: Theoretical and Experimental Investigations on the Role of Iron in the Physics and Chemistry of the Lower Mantle
合作研究:铁在下地幔物理和化学中的作用的理论和实验研究
- 批准号:
0738886 - 财政年份:2008
- 资助金额:
$ 2.75万 - 项目类别:
Standard Grant
CRC: Collaborative Research: Structure-Sorption Relationships In Disordered Iron-oxyhydroxides
CRC:合作研究:无序羟基氧化铁的结构-吸附关系
- 批准号:
0714113 - 财政年份:2007
- 资助金额:
$ 2.75万 - 项目类别:
Continuing Grant
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