\emph{Purpose.} Tracheostomy is a critical, life-saving procedure, but complications often arise due to suboptimal tracheostomy tube fit. Customised tubes could mitigate these risks, yet their development hinges on precise tracheal morphometric data. This study aims to establish an automated workflow …

The maritime industry faces increasing demands for continuous professional development due to rapid technological advancements, evolving safety regulations, and the need for a proactive safety culture (Caesar, 2023; Parviainen et al., 2018). Yet, seafarers often encounter barriers such as long working …

Efficient hydrogen (H2) storage remains a major challenge for clean energy applications. This study presents an AI-driven methodology to optimize H2 storage in porous carbon adsorbents. A comprehensive dataset of 917 literature-derived entries was used to develop two machine learning models: Random Forest …

Recent debates in rural development suggest a growing interest in integrating landscape-based knowledge into participatory decision-making. This study contributes to this discussion by examining how landscape—understood as the interplay between human actions, natural processes, and soil systems—can be …

Industrial Cyber-Physical Systems (CPS) are sensitive infrastructure from both safety and economics perspectives, making their reliability critically important. Machine Learning (ML), specifically deep learning, is increasingly integrated in industrial CPS, but the inherent complexity of ML models results …

Misleading graphs can give readers a distorted view of the underlying data. We want to know how to most effectively correct misleading graphs and if it matters whether a correction uses the full-design of the original or a clean design with all embellishment and colors removed. We focus on vocationally …

Tracheostomy is a life-saving procedure with complications often linked to suboptimal tracheostomy tube fit. Customised tubes could reduce these risks, but their development requires precise tracheal morphometric data. This study presents an automated workflow for extracting high-resolution tracheal …

To achieve national climate ambitions, accelerating the energy and circularity transitions is essential. The challenge lies in building response capacity within organisations, municipalities and the education sector to shape responsible, future-oriented practices that can drive energy and circularity …

How do citizens, designers, policymakers, and local entrepreneurs actually work together in ways that are inclusive, sustainable, and effective? Collaboration in urban innovation is often treated as a matter of method or structure, but what happens when timelines clash, trust falters, or understanding …

Citizen science has demonstrated potential to foster local changes in public health, including physical (in)activity. We used community-engaged citizen science to explore how to improve the exercise-friendliness of a Dutch neighborhood, chosen because it scored below average on important health parameters. …