LBM excels in capturing heterogeneous intricate pore-scale structures as well as complex spatial geometries and is crucial for understanding and predicting the behavior of fluids in complex environments. However, it should be noted that LBM simulations for evaluating experiments may be hindered by a number of factors, including high computational demands for detailed 3D simulations, system complexity, and the necessity for model validation against complex and comprehensive experimental data.