Keywordscompressible turbulence; large eddy simulations; implicit LES; WENO schemes; relaxation filtering; Euler equations; Colebrook equation; Colebrook–White; Moody diagram; turbulent flow; hydraulic resistance; Darcy friction; pipes; genetic algorithms; optimization techniques; error analysis; combined compact difference; numerical simulation; boundary layer transition; coherent structures; vortex dynamics; wavelet analysis; turbulence intensity; Princeton Superpipe measurements; flow in smooth- and rough-wall pipes; friction factor; incompressible flow; regularization models; α models; turbulence; time-relaxation; finite element; filtering; deconvolution; turbulent transport; Lagrangian modeling; turbulent dispersion; direct numerical simulation; implicit-explicit schemes; finite difference methods; Stokes–Darcy equations; large eddy simulation; turbulence; approximate deconvolution; discrete Stokes filter; finite element method; database; impinging jet; direct numerical simulation; particle image velocimetry; n/a