Is children a collective noun or common noun?

The noun 'children' is a common noun, the plural form of the noun child.

A collective noun is a word used to group people or things taken together as one whole in a descriptive way.

The standard collective noun for children is an ingratitude of children, but any general collective noun can be used, for example a crowd of children or a class of children.