This was posted on Hacker News a while back too:

http://blog.forecast.io/its-not-a-web-app-its-an-app-you-ins...

They put a lot of effort into making it work for mobile devices, and it is indeed gorgeous. Last I checked it still stuttered a bit on Android though, though it's wonderful on my iPad.