Semantic Scholar Open Access 2022 186 sitasi

FAIR data enabling new horizons for materials research

Matthias Scheffler M. Aeschlimann M. Albrecht T. Bereau H. Bungartz +9 lainnya

Abstrak

The prosperity and lifestyle of our society are very much governed by achievements in condensed matter physics, chemistry and materials science, because new products for sectors such as energy, the environment, health, mobility and information technology (IT) rely largely on improved or even new materials. Examples include solid-state lighting, touchscreens, batteries, implants, drug delivery and many more. The enormous amount of research data produced every day in these fields represents a gold mine of the twenty-first century. This gold mine is, however, of little value if these data are not comprehensively characterized and made available. How can we refine this feedstock; that is, turn data into knowledge and value? For this, a FAIR (findable, accessible, interoperable and reusable) data infrastructure is a must. Only then can data be readily shared and explored using data analytics and artificial intelligence (AI) methods. Making data 'findable and AI ready' (a forward-looking interpretation of the acronym) will change the way in which science is carried out today. In this Perspective, we discuss how we can prepare to make this happen for the field of materials science. A findable, accessible, interoperable and reusable (FAIR) data infrastructure is discussed to turn the large amount of research data generated by the field of materials science into knowledge and value.

Topik & Kata Kunci

Penulis (14)

M

Matthias Scheffler

M

M. Aeschlimann

M

M. Albrecht

T

T. Bereau

H

H. Bungartz

C

C. Felser

M

Mark Greiner

A

A. Gross

C

C. Koch

K

K. Kremer

W

W. Nagel

M

M. Scheidgen

C

C. Wöll

C

C. Draxl

Format Sitasi

Scheffler, M., Aeschlimann, M., Albrecht, M., Bereau, T., Bungartz, H., Felser, C. et al. (2022). FAIR data enabling new horizons for materials research. https://doi.org/10.1038/s41586-022-04501-x

Akses Cepat

Lihat di Sumber doi.org/10.1038/s41586-022-04501-x
Informasi Jurnal
Tahun Terbit
2022
Bahasa
en
Total Sitasi
186×
Sumber Database
Semantic Scholar
DOI
10.1038/s41586-022-04501-x
Akses
Open Access ✓