“…Seraj, Jahromi, and Amirkhani [22] develop a data-driven AI model for enhancing energy efficiency in UK residential buildings, highlighting the potential of machine learning in predicting energy performance under retrofit scenarios. Bahrami, Soltanifar, Fallahi, Meschi, and Sohani [23] explore the energy and economic advantages of using solar stills for renewable energy-based multi-generation, demonstrating the viability of solar desalination as a cost-effective alternative. Shi, Wang, Xu, Gao, Cao, Luo, Xi, and Zhang [24] examine the ecological compensation standard in Xinjiang, China, emphasizing the need for regionalized accounting frameworks to address ecological deficits and promote sustainable development.…”