Implementation of electronic medication management systems in hospital settings: a theory-informed systematic review protocol of mechanisms influencing patient safety, operational efficiency and staff experience. [PDF]
Ukaegbu CV, Asiegbu DK.
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
Social work and preventing and countering violent extremism (P/CVE): A scoping review protocol. [PDF]
McKenzie A, Yuzva Clement D.
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
Machine-Learning-Assisted Discovery and Accelerated Synthesis of Metal Phosphosulfides. [PDF]
Sanz Rodrigo J +5 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
Digital sustainable transmission design strategies for regional culinary intangible cultural heritage based on cultural gene theory: a case study of Hubei Province, China. [PDF]
Cheng W +5 more
europepmc +1 more source
Selected papers of the Workshop on Deductive Database Theory Illiers-Combray, France, 1989
Workshop on Deductive Database Theory 1989 Illiers-Combray +1 more
core
We develop a data‐driven method to derive the mathematical expressions of the Flory–Huggins interaction parameter χ for the swelling behavior of temperature–responsive hydrogels. Starting from initial assumptions of χ, our workflow combines Bayesian optimization, Flory–Rehner theory, and symbolic regression to generate candidate χ expressions.
Yawen Wang +2 more
wiley +1 more source

