The latest issue of the Journal of Mathematical Models in Engineering showcases diverse and innovative research contributions. Topics include a road damage detection method using a refined VGG-19 model, joint effects of thermal diffusion and diffusion thermo in nanofluid flow, a novel third-order shear deformation plate bending formulation, a microcontroller-based instrument for capacitor permittivity measurement, a lightweight pedestrian detection scheme based on improved YOLOv5, an innovative method for computing ball screw transmission efficiency, and a study on queueing systems with second optional service and disasters. These papers collectively advance mathematical models, offering practical solutions to engineering challenges with significant implications for both academia and industry.