First, use sandpaper to sand down the surface that you want to apply the coat. Be very gentle with the sandpaper, and take your time with it. Then use a cloth to remove all the grit and sand from the brush. Now apply the water-based polyurethane to the brush. Then apply it to the surface, and make sure that you are super gentle with it. If you still see brush marks, just re-sand the surface.