There are many possibilities:
A cone
A section of a sphere, and some ellipsoids, parabolids or hyperboloids
Chat with our AI personalities
hemisphere
A cylinder has 2 equal parallel flat surface circular bases and a curved surface body.
Just one at the base, the rest is a curved surface
A cylinder perhaps
The word "base" is just fine for this purpose.