Platform algorithmic stress and career commitment of Chinese gig workers: a double-edged sword effect study. [PDF]
Xu L.
europepmc +1 more source
A simplified thermoplastic pultrusion model is developed to predict thermal fields in glass fiber/polyethylene terephthalate (GF/PET) composites with reduced computational cost. By combining effective material homogenization, validation against literature data, and Gaussian‐process‐based optimization, the study reveals how heating limits, pulling speed,
Elder Soares +3 more
wiley +1 more source
Navigating the digital era: The impact of digitalization and work-life harmony on well-being among solo self-employed individuals. [PDF]
Jo H, Ahn H.
europepmc +1 more source
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
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
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
Social media promotion improves job market outcomes. [PDF]
Qiu J, Chen Y, Cohn A, Roth AE.
europepmc +1 more source
Occupational stress and burnout among Japanese early childhood education and care teachers: the mediating role of psychological safety. [PDF]
Matsuda Y, Hamada S.
europepmc +1 more source
When good citizens do bad things for their organization: examining the link between organizational citizenship behavior and unethical pro-organizational behavior. [PDF]
Xia F, Lu P, Wang L.
europepmc +1 more source
Emotional demands and burnout: Differential moderating effect of job resources and age. [PDF]
Popucza TZ.
europepmc +1 more source

