An EPSRC National Research Facility to facilitate Data Science in the Physical Sciences: The Physical Sciences Data science Service (PSDS)
An EPSRC National Research Facility to facilitate Data Science in the Physical Sciences: The Physical Sciences Data science Service (PSDS)
批准号:
EP/S020357/1
负责人:
Simon Coles
金额:
$533.44万
依托单位国家:
英国
项目类别:
Research Grant
财政年份:
2019
资助国家:
英国
项目状态:
未结题
起止时间:
2019 至 --
中文摘要
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英文摘要
The modern physical scientist cannot perform their research without generating significant quantities of data, having recourse to related/prior data, significant data analysis and integrating results with other data. This requires a range of skills and resources that are not available to the majority of physical scientists. There is therefore an urgent need in the physical sciences for providing access to data and integrating them with data science approaches. This requires building a new skills base that enables and empowers working in a data science way. The Physical Sciences Data-science Service (PSDS) will provide a single place where existing databases, open data sources and data that is still being worked on can be stored and searched in a unified way. This means that it will become trivial to find and combine different types of physical sciences data - from details on structure to measured physical properties of materials. It will also make possible instant comparison of and context for experiment data with that already available. This is just the start however. There is enormous potential for being able to perform data science across all of these data, that is for example, Machine Learning and Artificial Intelligence approaches, which are becoming a new avenue of research in their own right. It is vital that data science becomes a routine tool for all physical scientists. For many this will mean learning new skills. The PSDS will therefore develop a training programme around the four main competencies (statistics, programming/tools, computational methods & data visualisation) required to perform data science. Identified links with networks and postgraduate training will enable PSDS users to gain deeper skills in various aspects of data science.The long-term aim is for the PSDS, and therefore data science, to become a seamless, key part of the research infrastructure for physical scientists.
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DOI:
10.1515/htm-2022-1017
发表时间:
2022
期刊:
HTM Journal of Heat Treatment and Materials
影响因子:
--
作者:
[Gramlich A]
通讯作者:
Gramlich A
Plasma Nitriding of an Air-Hardening Medium Manganese Forging Steel Plasmanitrierung eines lufthärtenden Schmiedestahls mit mittlerem Mangangehalt
空气硬化中锰锻钢的等离子渗氮 Plasmanitrierung eines lufthärtenden Schmiedestahls mit mittlerem Mangangehalt
DOI:
10.18154/rwth-2022-08846
发表时间:
2022
期刊:
影响因子:
--
作者:
[Gramlich A]
通讯作者:
Gramlich A
DOI:
10.1162/dint_a_00035
发表时间:
2020-12-01
期刊:
DATA INTELLIGENCE
影响因子:
3.9
作者:
[Coles, Simon J., Frey, Jeremy G., Chalk, Stuart J.]
通讯作者:
Chalk, Stuart J.
DOI:
10.1186/s13321-021-00535-x
发表时间:
2021-10-07
期刊:
Journal of cheminformatics
影响因子:
8.6
作者:
[Handsel J, Matthews B, Knight NJ, Coles SJ]
通讯作者:
Coles SJ
Modeling the Thermodynamic Properties of Saturated Lactones in Nonideal Mixtures with the SAFT-? Mie Approach
使用 SAFT-? 模拟非理想混合物中饱和内酯的热力学性质
DOI:
10.1021/acs.jced.3c00358
发表时间:
2023
期刊:
Journal of Chemical & Engineering Data
影响因子:
--
作者:
[Bernet T]
通讯作者:
Bernet T
共 6 条
A National Electron Diffraction Facility for Nanomaterial Structural Studies
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批准号:EP/X014444/1
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项目类别:Research Grant
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资助金额:$195.21万
-
财政年份:2023
-
负责人:Simon Coles
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依托单位:
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财政年份:2023
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负责人:Simon Coles
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依托单位:
The UK National Crystallography Service 2022-27
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批准号:EP/W02098X/1
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项目类别:Research Grant
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资助金额:$511.05万
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财政年份:2022
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负责人:Simon Coles
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依托单位:
An integrated 'workbench' environment for Quantum Crystallography
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批准号:EP/W029588/1
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项目类别:Research Grant
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资助金额:$51.03万
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财政年份:2022
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负责人:Simon Coles
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依托单位:
Core Equipment to underpin the National Crystallography Service 2020-
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批准号:EP/V032992/1
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项目类别:Research Grant
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资助金额:$53.67万
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财政年份:2020
-
负责人:Simon Coles
-
依托单位:
海外基金