To enhance the SIRD model's accuracy, researchers can: - Incorporate additional compartments, such as exposed (E) in the SEIRD model, or vaccinated (V) in the SIRDV model. - Use data-driven approaches to estimate parameters more accurately. - Model heterogeneous mixing by incorporating age, geography, or social networks.