Present distribution grids generally have limited sensing capabilities and are therefore characterized by low observability. Improved observability is a prerequisite for increasing the hosting capacity of distributed energy resources such as solar photovoltaics (PV) in grids. In this context, paper presents learning-aided low-voltage estimation using untapped but readily available widely sensor...