Check if we can speed up the load/render of every single page, some ideas:

Minimize the CSS
Compress/optimize the js?

I think that minimizing sizes will not help much because there is not network transmission/traffic.
The mobile app load the files using the file:// protocol

Also, check if

jQuery Mobile data-dom-cache and data-prefetch improve performance