Turbulence modulations by particles of a swirling gas–particle two-phase flow in an axisymmetric chamber are numerically simulated. To fully consider the preferential concentrations and anisotropic dispersions particles, second-order moment model coupling particle–particle collision was improved. Experimental validation for proposed model, algorithm, in-house codes acceptable match carried out....