We introduce an efficient framework of molecular-dynamics simulations (hPF-MD), using a density-functional-based formalism to compute the non-bonded interactions between particles. hPF.jl is motivated to leverage the advantages of Julia, an interpreted language designed to achieve high-performance, statically compiled programming languages and the extensive computing community.