Galvanized, sure, or plexi, thin plywood, luan, hardboard, or even cheap paneling like you'd see in 1980's basements, anything is better than soft and mold prone drywall.
I had a similar idea about the rollers, anything thicker than 14g 4x8 sheets will be damn near impossible to manage solo...