Employing accurate parameters for the building and Tuned Mass Damper (TMD) in the MATLAB simulations yields a realistic representation of how a TMD can enhance a building's dynamic response. The results from the model, which demonstrate a marked reduction in resonance peak deflections with varying levels of TMD damping, support the principle that a well-tuned TMD is highly effective at mitigating vibrations. Optimal damping, in particular, shows a dramatic reduction in deflection, indicating near-elimination of resonance effects. These findings confirm the theoretical benefits of TMDs and their practical value in structural engineering. While the 2-DOF model captures the essential dynamics and the impact of TMDs using realistic parameters, its simplicity omits certain complexities present in real-world structures. For a more comprehensive predictive model, future work could incorporate multi-modal interactions, non-linear damping characteristics, and more detailed loading scenarios, such as wind or seismic influences. The inclusion of these factors would refine the model, enhancing its precision and making it an even more effective tool for TMD design and structural optimization. Need to paraphrase this and make it 0 AI