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Updated: Sep 17, 2025

Influence of Hybrid Perovskite Fabrication Methods on Film Formation, Electronic Structure, and Solar Cell Performance
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用传统和基于人工智能的技术优化用于太阳能系统的基于MXene的水性离子液体

Mohamed Bechir Ben Hamida1, Ali B M Ali2, Narinderjit Singh Sawaran Singh3

  • 1Deanship of Scientific Research, Imam Mohammad Ibn Saud Islamic University (IMSIU), Riyadh, Saudi Arabia.

Scientific reports
|July 2, 2025
PubMed
概括

这项研究优化了基于MXene的水性离子液体用于太阳能系统,增强了传热. 数据驱动的方法确定了改善热导率,粘度和特定热容量的最佳条件.

关键词:
决策 决策是做出决定的.能源效率 能源效率是指能源的使用效率.这就是MXene MXene.多目标优化多目标优化在NSGA-II中,NSGA-II是最重要的.可再生能源是可再生的能源.

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