Maaz Ahmad; Mubeen Yaseen; Syed Ale Hassan Rizvi; Faiza Shafqat; Darain Fatima. A MATHEMATICAL ANALYSIS OF GRADIENT DESCENT AND ITS VARIANTS IN ARTIFICIAL INTELLIGENCE. SES 2026, 4, 8022-8037.