>
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 December 2021: Silica nanoparticles improve plant disease resistance
The resistance of plants to various pathogens is often increased in agriculture with various chemicals (“fertilizers”). A new direction is being taken with the use of nanoparticles. These can be sprayed on the plants. In the present study, the model plant Arabidopsis was used to investigate whether silicon dioxide nanoparticles (SiO2) can increase resistance to […]
Read moreSpotlight January 2023: Special issue on Methods and Protocols in Nanotoxicology published
In the first Spotlight of the new year, we present a special issue on methods and protocols in nanotoxicology published in the journal Frontiers in Toxicology. There are still too few harmonized protocols accepted by the scientific community. To improve this situation, project activities are started and special issues of journals like this one are […]
Read moreSpotlight June 2023: New catalytic process for recovering important materials from composites in a single process
Previously virtually impossible and a huge problem: fibre-reinforced resin composites (epoxides) were not recyclable, and wind turbine rotor blades, for example, add up to a waste pile of 43 million tons by 2050. Researchers have now taken an important first step in “reprocessing” these composites and catalytically dissolving them so that the carbon fibres and […]
Read more