The large-scale expansion dynamics of quantum gases is a central tool for ultracold gas experiments and poses significant challenge theory. In this work we provide an exact reformulation the Gross-Pitaevskii equation Bose in coordinate frame that adaptively scales with system size during evolution, enabling simulations long evolution times or similar manipulation. Our approach makes no hydrodyn...