For custom installation you should search for the theme on wordpress.org site.
The WordPress.com hosts themes that are available for use only on wordpress.com blogs and they do not provide download link there.
– See @markratledge’s answer below.
Here’s the link to download that theme – http://www.wpexplorer.com/fresh-clean-wordpress-theme-by-wpexplorer