In this talk the dissipative particle dynamics (DPD) method will be presented that can potentially bridge the scales between continuum and atomistic descriptions in fluids and soft matter. In addition, a “triple-decker” algorithm will be introduced that uses DPD as a middle layer between molecular dynamics and Navier-Stokes equations. Applications will be drawn from microfluidics and blood microcirculation.