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Digital Platform for Accelerated Materials Development: Status, Challenges, Prospects, Technologies

E. V. Aleksandrov,A.Yu. Koltsov,D.G. Melikyants,L.V. Tatunashvili

Published 2025 in Upravlenie kachestvom (Quality management)

ABSTRACT

When making scientific discoveries, it is extremely important for researchers to have access to as large a data set as possible in order to obtain a more complete picture of the material characteristics. Another factor limiting a scientist's ability to invent new materials is a lack of understanding of the basic physical and chemical laws inherent in the material system under study. Currently, there is no standard procedure for exchanging predictive algorithms and computational methods between research groups in various fi elds of knowledge. At the same time, the development of promising materials and products is determined by the success of solving a number of scientific and technological problems. The terms of these developments are significantly reduced, the volume and significance of the results of the solution are increased using the latest achievements in the field of digital materials science, artificial intelligence and organization of the technological process.

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