This study introduces a novel machine learning-based inverse design methodology for predicting the parent cross-sectional and material properties of perforated steel beams with elliptically-based openings. Unlike conventional forward design or optimisation-based methods, the proposed approach frames structural ...

This study presents a data-driven approach to predict the buckling resistance of stainless steel circular hollow section beam–columns by combining finite element analysis and machine learning. Due to the complex behavior of stainless steel and limited design guidelines, a validated finite el...

Cellular steel beam design tightly couples geometry, resistance behavior, and fabrication constraints. Current practice relies on simplified, empirical forward checks and causes trial-and-error iterations when multiple geometric variables and opening configurations are considered. This paper presents an inverse...

The bases of national tax systems should be considered depending on the state of the economic and sociopolitical structure in the conditions of market reforms. Thus, the special place in creating a tax system of market type are the principles of its construction. If under ...

Аннотация: Статья посвящена оценке и самооценке способностей критического мышления (КМ) среди британских и казахстанских студентов, а также вузовских работников Казахстана посредством сравнительного анализа. Данные получены в ходе анкетирования и интервью, проведенных в ходе научной стажировки в Бизнес-школе Бр...

This study aims to identify the main types, drivers, and solutions for food loss and waste (FLW) as reported by stakeholders within the UK food manufacturing sector from a Circular Economy perspective. Based on insights from diagramming‐based workshops involving 35 participants working ...

Understanding the wake dynamics of oscillating fuel-injector needles is critical for optimizing injection performance. To isolate the underlying mechanisms, this study employs an idealized two-dimensional model of a cantilever needle oscillating in planar channel flow. The effects of oscillation param...

The development of multifunctional polymeric nanocomposites possessing high mechanical strength, thermal stability, and broad‐spectrum antibacterial activity is of significant interest for advanced biomedical and soft robotic applications. In this study, smart PCL/COC/GNP ternary nanocomposites were prepared&#x...

Grid‐connected energy communities on weak or capacity‐limited feeders increasingly consider hybrid photovoltaic (PV)–battery–hydrogen systems yet planning studies often size assets against annual balances while leaving the grid connection as an effectively unconstrained buffer. Here, we develop a boundary‐centr...