Develo** countries encounter challenges in adopting advanced roof systems due to the
complexities associated with implementing advanced materials and techniques. This study …

The rapid growth of energy consumption in densely populated urban areas with limited land
space, especially in hot climates, poses significant challenges. The Australian University of …

Cool roofs are roofing systems designed to reflect significant solar radiation, reducing heat
absorption and subsequent cooling energy demands in buildings. This paper provides a …

Develo** an adaptive building envelope (ABE) to cope with drastic changes in the
ambient environment contributes to achieving the goal of net-zero emissions by 2050 in the …

Cool materials, with their high reflectivity, can significantly reduce the heat absorbed by
buildings in summer and thus reduce energy consumption. The amount of solar radiation …

This study evaluates the performance of macro-encapsulated Phase Change Materials
(PCMs) integrated into building envelopes for semi-arid climates, focusing on typical …

Climatic conditions determine which retrofit strategy can result in a satisfactory improvement
of a building's thermal performance. This study systematically investigates alternative retrofit …

As a technical approach, using Phase Change Materials (PCM) can be an effective method
to prevent energy losses through building enclosures. In the present paper, different roof …

Abstract Machine learning techniques are advancing rapidly in theoretical grounds, but their
practical application and real evaluation in engineering disciplines are limited. This study …

The building sector's energy consumption has significantly increased due to climate change,
emphasizing the need to develop sustainable low-energy buildings using experimental and …