While this work presents a robust pipeline for constructing coarse-grained SOM models with arbitrary compositions, the DBI-based parametrization requires MD simulations of the respective atomistic SOM reference systems. Conducting these reference simulations for each case can be time-consuming, especially when investigating coarse-grained SOM systems with varying compositions. Furthermore, the previous investigation demonstrated that a time step of 10 fs is necessary to maintain the stability of the equations of motion of the systems. Although the coarse-grained representation has already extended simulation times, further optimizing the interaction parameters to allow for a larger time step could significantly enhance performance.