Fostering Innovation: Streamlining Magnetocaloric Materials Research by Digitalization
Magnetocaloric cooling (MCE) is an environmentally friendly refrigeration method with great potential. Optimizing MCE materials involves the preparation and screening of large quantities of samples, which in turn generates a large amount of data. A digitalization approach is presented that uses ontologies, knowledge graphs, and digital workflows to ...
Simon Bekemeier +17 more
wiley +1 more source
Food industry degrowth as a public health strategy: the case of ultra processed baked goods. [PDF]
Campbell N +4 more
europepmc +1 more source
Building machine‐readable vocabularies for materials science is slow, expert‐driven work. This study benchmarks 13 large language models on two of its first steps: finding candidate terms in engineering articles and deciding where they belong in a class hierarchy.
Thomas Bjarsch +3 more
wiley +1 more source
Paired high volume instrument (HVI) and advanced fiber information System (AFIS) dataset for global cotton characterization. [PDF]
Sen P +4 more
europepmc +1 more source
Qualitative and Quantitative Characterization of Microplastics Released from Infant PET Outerwear Using ICP-AES and FTIR. [PDF]
Zhang Q +5 more
europepmc +1 more source
Bio-Based and Sustainable Alternatives to Conventional and Synthetic Leather. [PDF]
Oleksińska-Merida E +2 more
europepmc +1 more source
Temporal trends in small-cell lung cancer trials registered on ClinicalTrials.gov: a cross-sectional analysis (1996-2025). [PDF]
Cui J, Chen J, Zhang H.
europepmc +1 more source
"Natural" fibers in lakes: A 150-year sedimentary perspective on persistence. [PDF]
Stanton T +14 more
europepmc +1 more source
Interventions involving young people for health equity targeting the fossil fuel industry's practices and products: A realist review protocol. [PDF]
Deivanayagam TA +9 more
europepmc +1 more source

