The direct strong-form collocation method with reproducing kernel approximation is introduced to efficiently and effectively solve the natural convection problem within a parallelogrammic enclosure. As behavior in fluid-saturated porous media involves phase coupling, resulting system highly nonlinear nature. To this end, local adopted conjunction Newton–Raphson method. Nevertheless, unveil perf...