That should work as of this week with Polymer's paper-elements:
http://www.polymer-project.org/docs/elements/material.html, available for Dart at
https://github.com/dart-lang/paper-elements.
You could either build it as a mobile web app, or if you need more of Android's APIs there's https://cordova.apache.org/.