The document presents research on the synthesis and characterization of various heterocyclic derivatives, particularly focusing on chalcones, pyrazolines, and isoxazolines as potential antioxidant agents. Methodologies, including catalytic studies and docking analyses, demonstrate the biological activities of these compounds, revealing moderate to good antioxidant capability and strong binding energies to targeted enzymes. Findings indicate that several synthesized derivatives possess favorable pharmaceutical properties, suggesting their potential for therapeutic applications.