Do not remove them. The main girder beam in the center is supporting and tying the ceiling joists together, keeping the roof pitched and together. You could contact a Structural Engineer to size the beam for the roof/ceiling loads as well as any additional snow loads for your area.
Welcome to the forum!
Gary
Welcome to the forum!
Gary