Streamline-based simulation of nanoparticle transport in field-scale heterogeneous subsurface systems

•Robust and efficient streamline-based method for large-scale nanoparticle (NP) transport modeling.•Modeling of smart NP transport physics including encapsulation, multi-site retention and permeability loss.•Competitive accuracy and efficiency against finite-difference-based academic and commercial codes.•Pilot field-scale engineering design case of NP-based enhanced-oil-recovery.