BuddyPress.org

You must have a theme with folder name “default” in your wp-content/themes.

This theme gets activated when you/your member create a new blog.

If you want some other theme, not the default, you may try this plugin

https://wordpress.org/extend/plugins/wpmu-new-blog-defaults/

Hope it helps

Brajesh