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
Awareness of Zoonotic Infections and a Seroprevalence Meta-Analysis of Brucellosis, Q-Fever and Toxoplasmosis Among Abattoir Workers. [PDF]
Mazwi KD +6 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
An AI-powered research assistant in the lab: A practical guide for text analysis through iterative collaboration with LLMs. [PDF]
Carmona-Díaz G +6 more
europepmc +1 more source
Nonphysician Medical Educators: A Literature Review and Job Description Resource
L. A. Riesenberg +2 more
semanticscholar +1 more source
Microstructure Evolution of a VMnFeCoNi High‐Entropy Alloy After Synthesis, Swaging, and Annealing
The synthesis and processing (rotary swaging and annealing) of the novel VMnFeCoNi alloy is investigated, alongside the estimation of the grain size effect on hardness. Analysis of a wide grain size range of recrystallized microstructures (12–210 µm) reveals a low annealing twin density.
Aditya Srinivasan Tirunilai +6 more
wiley +1 more source
Effects of Perceived Management Care and Job Embeddedness on Organizational Commitment Among Registered Clinical Nurses: A Latent Profile Analysis. [PDF]
Gong Z, Chen D, Huang Y, Wu Y, Jin H.
europepmc +1 more source
A Lightweight Procedural Layer for Hybrid Experimental–Computational Workflows in Materials Science
We unveil a prototype hybrid‐workflow framework that fuses automatedcomputation with hands‐on experiments. Built atop pyiron, a lightweight, parameterized layer translates procedure descriptions into executable manual steps, syncing instrument settings, human interventions, and data capture in real‐time today.
Steffen Brinckmann +8 more
wiley +1 more source
Mapping common job demands and job resources for large-scale community health worker programmes in Southern Africa: protocol for a scoping review. [PDF]
Coley RS, Shuro L, Coetzee R, Tabana H.
europepmc +1 more source

