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2026. Optimizing YOLOv12-L for Imbalanced Satellite Vehicle Detection via Physics-Informed Data Synthesis and Adaptive Class-Aware Loss Weighting. Journal of Smart Algorithms and Applications (JSAA). 4, 1 (Jun. 2026), 1–21. DOI:https://doi.org/10.66279/mn2yev65.