Health information management students' work-integrated learning (professional practice placements): Where do they go and what do they do? [PDF]
Health Inf ManagRobinson K, Riley M, Prasad N, Nexhip A.
europepmc +1 more source
dynoGP: Deep Gaussian Processes for Dynamic System Identification
International Journal of Adaptive Control and Signal Processing, EarlyView.This work introduces a novel class of deep models for system identification, dynamical deep Gaussian processes, which combine the strengths of data‐driven methods, such as those based on neural network architectures, with the ability to output a probability distribution for uncertainty representation.
Alessio Benavoli +3 more
wiley +1 more source
The identification of requirements for competency development during work-integrated learning in healthcare education. [PDF]
BMC Med EducJanssens O +6 more
europepmc +1 more source
Advanced Engineering Materials, EarlyView.Predicting extreme defects in additive manufacturing remains a key challenge limiting its structural reliability. This study proposes a statistical framework that integrates Extreme Value Theory with advanced process indicators to explore defect–process relationships and improve the estimation of critical defect sizes. The approach provides a basis for
Muhammad Muteeb Butt +8 more
wiley +1 more source
"We might be put into situations we are uncomfortable with, but not exactly told how to deal with them": Health professional students' experiences questioning low-value care practices during work-integrated learning. [PDF]
Anat Sci EducFarlie MK +7 more
europepmc +1 more source
A Workflow to Accelerate Microstructure‐Sensitive Fatigue Life Predictions
Advanced Engineering Materials, EarlyView.This study introduces a workflow to accelerate predictions of microstructure‐sensitive fatigue life. Results from frameworks with varying levels of simplification are benchmarked against published reference results. The analysis reveals a trade‐off between accuracy and model complexity, offering researchers a practical guide for selecting the optimal ...
Luca Loiodice +2 more
wiley +1 more source
Advanced Engineering Materials, EarlyView.Geometry‐driven thermal behavior in wire‐arc additive manufacturing (WAAM) influences microstructural evolution during nonequilibrium solidification of a chemically complex Fe–Cr–Nb–W–Mo–C nanocomposite system. By comparing different deposits configurations, distinct entropy–cooling rate correlations, segregation, and carbide evolution are revealed ...
Blanca Palacios +5 more
wiley +1 more source
Virtual Health Promotion Work-Integrated Learning Placements: A COVID-19 Consequence or Preparation for the Future? [PDF]
Health Promot PractOstrognaj T +4 more
europepmc +1 more source
Work-integrated learning in PhD-education
The issue we set out to explore is how work-integrated learning (WIL) can enhance PhD-education. We argue that the inclusion of WIL will enable a more enriched PhD education where better interaction between the competencies needed in the workforce and real-life working problems will emerge that will feed into creating sustainable solutions for both the
Massyn, Liezel +1 more
openaire +1 more source
Advanced Engineering Materials, EarlyView.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