>
Spotlight July 2021: The Path to Digital Material Research – It is never too late to start
Machine Learning, Artificial Intelligence, Big Data…. Have you read these words lately? No, these are not just buzzwords. The digitalisation of science is an evolving topic that is gaining importance with each passing day. That is why this month we would like to introduce you to the article “Digital Transformation in Materials Science: A Paradigm Change in Material’s Development” by J. Kimmig, from the Schubert group in Jena, et. al.
This paper explores the current developments in automation and digitalisation in materials science and assesses the challenges in materials preparation and characterisation, as well as data management, data analysis, experiment design and manufacturing. The publication begins with a clarification of common terms from the field of digitalisation and explains the importance of applying FAIR principles in dealing with data from the very beginning. Using examples of digital solutions, effective strategies for achieving digital materials science are presented. The ways in which these strategies enable efficiency and innovation are outlined consistently throughout the paper and provide a clear picture of the benefits in each case.
Although the safety of materials and the associated research is not part of the review, it is fully plausible that the mentioned procedures and consequences are also crucial for safety research, for example: The mentioned concept of storing “negative” data can be directly transferred to safety research.
Original Publication:
Kimmig, J. et al. (2021). Digital Transformation in Materials Science: A Paradigm Change in Material’s Development. Advanced Materials, 33(8), 2004940. DOI: 10.1002/adma.202004940
Weitere Spotlights
Spotlight August 2023: From principles to reality. FAIR implementation in the nanosafety community
In the August 2023 Spotlight, we present a paper that addresses the implementation of FAIR (Findability, Accessibility, Interoperability and Reusability) Data in nanosafety research. The authors introduce the new AdvancedNano GO FAIR Implementation Network (see also https://www.go-fair.org/implementation-networks/overview/advancednano/) established as part of the GO FAIR initiative. The paper highlights the AdvancedNano GO FAIR Implementation Network’s support […]
Read moreSpotlight March 2023: How can photovoltaics be made safe and sustainable?
Conventional photovoltaic systems often have only low efficiency, i.e. only a fraction of the solar energy is converted into electrical energy and made usable. For this reason, research is being conducted into innovative materials that can significantly increase the energy yield and thus also enable more electrical energy to be generated from renewable sources. However, […]
Read moreSpotlight October 2022: The titanium dioxide debate – why the current ECHA and EFSA hazard classification should be questioned
Due to various reports and scientific studies, titanium dioxide (TiO2)was also banned in Europe this year (2022) for use as a food additive with the indication that it could possibly be carcinogenic to humans. Although no case of tumour induction in humans has been reported since the use of this material in micro but also […]
Read moreSpotlight November 2020: Nanotechnology in the public perception
In November, we would like to draw your attention to a publication that examines public perception of the safety of nanomaterials in Austria.It shows, that although there is generally a rather positive attitude towards nanomaterials, there are different opinions on safety issues from different social groups. Further clarification seems necessary. Despite the widespread use of […]
Read more