Computational Fluid Dynamics (CFD) has significantly improved in its ability to predict real-world phenomena. However, it still faces challenges in accurately modeling complex, multi-element combustion processes within rocket engines. These intricate reactions involve numerous variables and interactions that remain difficult to simulate with current CFD capabilities, highlighting an area for further research and development.