The energy consumption of buildings, particularly for space heating and cooling, is a major global concern. It accounts for
a substantial portion of household energy use and varies based on environmental factors and climate conditions. Environmental factors highly influence the energy-saving strategies of buildings in different climate areas. Addressing this challenge
necessitates innovative approaches to building design and materials. This study aims to explore the energy performance of
different walling materials in varying climates, including desert, subtropical, and tropical regions. Using transient systems
simulation program multi-zone software, simulations were conducted on five room models with ten different walling materials. Notably, autoclaved aerated concrete and cellular lightweight concrete consistently demonstrated better performance
in both Kuwait and Australia, resulting in reduced cooling and heating demands. The study emphasizes the significance of
selecting building materials based on local climate conditions. It highlights the potential for future exploration of advanced
materials like phase change materials and cool roofs. By considering local climate conditions, energy-efficient buildings can
be constructed. Future research should focus on advanced materials to further enhance energy efficiency.