“…Ellahi et al [ 32 , 33 ] shaped the factor of nanofluid. Some related work can be seen in references [ 34 , 35 , 36 , 37 , 38 ]. Yikun Wei et al [ 39 , 40 , 41 , 42 , 43 , 44 , 45 , 46 ] investigated thermal behavior, heat transfer, and entropy using the Lattice Boltzmann Method and also a numerical approach.…”