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
A Microfiber-Reinforced Janus Hydrogel E-Skin With Recyclable Feature for Multimodal Sensing and Gender-Specific Physiological Monitoring. [PDF]
Ding Y +11 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
Ultrasensitive Label-Free Detection of Free Thyroxine (T4) in Physiological Ranges Using Aptamer-Functionalized Silicon Nanowire Field Effect Transistors. [PDF]
Klinghammer S +7 more
europepmc +1 more source
Multimodal Data‐Driven Microstructure Characterization
A self‐consistent autonomous workflow for EBSP‐based microstructure segmentation by integrating PCA, GMM clustering, and cNMF with information‐theoretic parameter selection, requiring no user input. An optimal ROI size related to characteristic grain size is identified.
Qi Zhang +4 more
wiley +1 more source
Sclerified Cork Outperforms the Exodermis: Root Water Permeability Decreases in the Soil-To-Canopy Transition of the Aroid Vine Epipremnum aureum. [PDF]
Mantovani A, Groba YC.
europepmc +1 more source
Effectiveness of Face Coverings in Mitigating the COVID-19 Pandemic in the United States. [PDF]
Ayodeji OJ, Ramkumar S.
europepmc +1 more source
The PRIMA Thesaurus for Materials Science and Engineering
The PRIMA Thesaurus is a structured vocabulary designed to improve how materials science data is described and shared. Developed with input from multiple experts, it enables clear documentation of research workflows, data exchange, and reuse across platforms.
Rossella Aversa +8 more
wiley +1 more source
Controlled Synthesis and Infrared Emission Properties of Core-Shell TiO<sub>2</sub> Hollow Microspheres. [PDF]
Liu Z, Xiang Y, Peng Z, Jiang B.
europepmc +1 more source
Efficacy of face coverings in reducing transmission of COVID-19: Calculations based on models of droplet capture. [PDF]
Robinson JF +5 more
europepmc +1 more source

