Hello,
Sadly, Android doesn't allow overriding new tab page.
You can only create shortcut for your homepage, more info:
https://github.com/fastaddons/GroupSpeedDial/wiki/Android-Setup,-how-to-access-your-dials-on-your-phone
Best Regards,
Juraj Mäsiar