We show that any \(L^\infty \) Riemannian metric g on \(\mathbb {R}^n\) that is smooth with nonnegative scalar curvature away from a singular set of finite \((n-\alpha )\) -dimensional Minkowski content, for some \(\alpha >2\) , admits an approximation by smooth Riemannian metrics with nonnegative scalar curvature, provided that g is sufficiently close in \(L^\infty \) to the Euclidean metric. The approximation is given by time slices of the Ricci–DeTurck flow, which converge locally in \(C^\infty \) to g away from the singular set. We also identify conditions under which a smooth Ricci–DeTurck flow starting from a \(L^\infty \) metric that is uniformly bilipschitz to Euclidean space and smooth with nonnegative scalar curvature away from a finite set of points must have nonnegative scalar curvature for positive times.