A Nonstandard Finite Difference Schemes for the Damped Harmonic Oscillator with Trigonometric Denominators: Convergence Analysis, Systematic Damping-Regime Validation, and Energy Conservation. IJDM. 2026;3(3):088-106. doi:10.62054/ijdm/0303.05