For curved surfaces I always use a two step process. Soaking the wood with ammonia and water (windex) and then using masking tape to hold it in place until the wood dries. Now I have a dry piece of wood that conforms to the curve. Very easy at this point to apply wood glue, put it back in place, and hold in place with masking tape or painters tape.

Brad