Al shareef, Mohammed, et al. “A Spatially Validated AI Framework for Predicting Optimal Solar-PV Tilt Angles Across Egypt”. International Journal of Artificial Intelligence and Machine Learning, vol. 6, no. 10s, Sept. 2026, pp. 298-15, https://svedbergopen.com/index.php/ijaiml/article/view/1770.