Use a water-based filler to fill in the grain pores in open-grained wood like walnut or ash. These fillers use chemical solvents as their binding agent instead of water (typically vinyl or some ...
Wood filler is often used as a term describing all sorts of filling agents, including wood putty, but also epoxy fillers, ...