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
Patient‑Reported Satisfaction in Relapsing-Remitting Multiple Sclerosis: Advantages of At‑Home Self‑Administered Subcutaneous Ofatumumab Versus Other High‑Efficacy Therapies. [PDF]
Pastore F +3 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
Research on strategies for enhancing the competency of safety directors in EPC projects empowered by AI. [PDF]
Guan J, Yang ZC, Wang C.
europepmc +1 more source
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
Facilitating Digital Transformation in Nursing Through Nursing Development Units: Scoping Review. [PDF]
Gangnus A +5 more
europepmc +1 more source
How organizational justice reduces turnover intention of Korean and non-Korean employees in South Korea: the mediating roles of organizational conflict and job satisfaction. [PDF]
Cho I, Jo SJ, Bui MH.
europepmc +1 more source
How 'Cracks' in Canada's Public Services System Manifested as Moral (Di)Stress or Resilience for Emergency Management Personnel During COVID-19: A Critical Realist Study. [PDF]
Schembri A +4 more
europepmc +1 more source
Data-Driven Commissioning to Reduce Type 2 Diabetes Related Health Disparities in The Netherlands: Using Key Informant Group Interviews. [PDF]
Roorda E +3 more
europepmc +1 more source

