“…In the field of heat transfer, the Lattice Boltzmann Method (LBM) has evolved into Multi-Speed (MS) and Double Distribution Function (DDF) models (Moradi and D'Orazio, 2023). However, both MS and DDF models encounter difficulties in describing heat transfer under centain boundary conditions.…”