“…In the recent years, particle-resolved DNS (PR-DNS) was made possible due to the developments of more powerful supercomputers and better numerical algorithms (Maxey 2017). Particle-laden homogeneous isotropic turbulence (HIT) (Ten Cate et al 2004;Burton & Eaton 2005;Lucci, Ferrante & Elghobashi 2010;Xu & Subramaniam 2010;Botto & Prosperetti 2012;Gao, Li & Wang 2013;Vreman 2016), homogeneous shear turbulence (Tanaka & Teramoto 2015), turbulent channel flows (Uhlmann 2008;Shao, Wu & Yu 2012;Picano, Breugem & Brandt 2015;Wang et al 2016b;Eshghinejadfard et al 2017), turbulent pipe flows (Wu, Shao & Yu 2011;Gupta, Clercx & Toschi 2018;Peng & Wang 2019) and turbulent duct flows (Lin et al 2017;Fornari et al 2018) were extensively investigated via different numerical methods. These studies focused on the particle size effect, but the effects of particle-to-fluid density ratio and particle sedimentation have also been examined to some extent (Shao et al 2012;Fornari et al 2016;Yu et al 2017).…”