Page 10 - MODCOMP Newsletter no. 6
P. 10
Newsletter, Volume 6
Data Management Plan as prerequisite for
FAIR Data and Machine Learning
A novel methodology of data documentation in scale. Except for technology development and
materials characterisation, which has as starting synthesis of new materials and hybrid composite
point the creation and usage of any Data Man- structures, the need of developing new evalua-
agement Plan (DMP) for scientific data in the tion methodologies is highlighted to assist and
field of materials science and engineering, fol- accelerate developments.
lowed by the development and exploitation of
ontologies for the harnessing of data created Artificial Intelligence (AI) is a promising candi-
through experimental techniques has been de- date to bridge the gap between Research and
veloped. Development (R&D) and industry by establishing
unbiased relations between microstructure and
Nanoindentation is the selected case study, a properties. This is majorly appreciated in case of
widely used method for the experimental as- Safe-by-Design requirements regarding
sessment of mechanical properties on a small
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