Category: Engineering

Numerical modeling

ANSYS Fluent 19.2 was used to model the quarter-circle ribbed surface schematic arrangement of the proposed numerical setup as shown in Fig. 1. It is to study the impact of rib shape on airflow and heat transfer enhancement in…

Dataset

The TrajAir dataset² we used was created by the team at Carnegie Mellon University and collected from the Pittsburgh-Butler regional airport in Pennsylvania, USA. The data was obtained via ADS-B receivers. The airport is a non-towered,…

This section details the types of analyses conducted to assess the performance of the BNN under study using the Larq library¹¹ on the CIFAR-10 and CIFAR-100 datasets. Three analyses were carried out. First, the effect of \(B’\) quantization on…

The multi-stage deep learning framework integrates object detection, classification, and instance segmentation approaches for the weapon detection system. It analyzes image frames extracted from CCTV video feed datasets in real time to identify…

Ethical approval

All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the tenets of the 1964 Declaration of Helsinki and its…

Consider a composite conducting-dielectric object illuminated by an incident plane wave Eⁱ, in which the dielectric region is composed of non-magnetic materials (µ = µ₀). According to the equivalence principle, the conducting bodies and the…

The study develops a composite model by integrating fuzzy inference systems (FIS) with geoinformatics (kriging technique) coupled with experimentation procedures. The modeling procedure is illustrated in Fig. 1, while Fig. 2 presents the…

Optimized random forest model for tee design

This paper optimizes the flow shape of a circular water pipe confluence tee, which is a multifactor regression problem. The random forest (RF) model, as a powerful and flexible ensemble learning method,…