The intensive use of digital data in modern natural science


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Common approaches and technologies applied to digital data storage and processing in various disciplines are analyzed. It is shown that regardless of a specific subject area, working with large data set obtained as a result of experimenting or modeling requires similar methodological support, involving data curation, metadata support, and data genesis and quality annotation. The interdisciplinary field called “The properties of materials and substances” is analyzed as an example of a discipline that actively applies digital data. New approaches to the integration of data with heterogeneous properties that take into account structural data variations by the class of substances, the state of sample, experimental conditions, and other factors are investigated.

作者简介

A. Erkimbaev

Joint Institute for High Temperatures

编辑信件的主要联系方式.
Email: adilbek@ihed.ras.ru
俄罗斯联邦, Moscow, 125412

V. Zitserman

Joint Institute for High Temperatures

Email: adilbek@ihed.ras.ru
俄罗斯联邦, Moscow, 125412

G. Kobzev

Joint Institute for High Temperatures

Email: adilbek@ihed.ras.ru
俄罗斯联邦, Moscow, 125412

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